This is the analysis script to prepare the data to run analyses for the project “Anxiety, depression and trauma symptom change during the COVID-19 pandemic: retrospective versus objective assessment” - Young et al (2020)

Script written by K L Purves, K N Thompson, C Huebel and M Davies. Email: kirstin.purves@kcl.ac.uk, katie.thompson@kcl.ac.uk, christopher.1.huebel@kcl.ac.uk, molly.davies@kcl.ac.uk

#Set up

Clear global environment

Retrieve the current date to use it for file endings to not overwrite files when one exports files

#Packages Install packages (if they are not available in your version of R)

Load packages

R functions

Half-violin plot

Colour palettes

Define colours for plotting this are the standard coping colours

Choose in this chunk which palette to use 04.07.2020 - Default to 2 colour COPING palette

ggplot theme

Set up ggplot theme for the plots

Function for split violin plot

Data import

Source data file paths

Read in data

[1] 31884   641
  [1] "Sample"                                                           "ID"                                                              
  [3] "startDate.prepandemic"                                            "Age_uncleaned"                                                   
  [5] "Gender_unc"                                                       "Sex"                                                             
  [7] "EduYrs"                                                           "demographics.college_or_university_degree"                       
  [9] "demographics.a_levelsas_levels_or_equivalent"                     "demographics.o_levelsgcses_or_equivalent"                        
 [11] "demographics.cses_or_equivalent"                                  "demographics.nvq_or_hnd_or_hnc_or_equivalent"                    
 [13] "Ethnicity_unc"                                                    "Gender_numeric"                                                  
 [15] "Sex_numeric"                                                      "demographics.college_or_university_degree_numeric"               
 [17] "demographics.a_levelsas_levels_or_equivalent_numeric"             "demographics.o_levelsgcses_or_equivalent_numeric"                
 [19] "demographics.cses_or_equivalent_numeric"                          "demographics.nvq_or_hnd_or_hnc_or_equivalent_numeric"            
 [21] "Ethnicity_numeric"                                                "Gender"                                                          
 [23] "Ethnicity"                                                        "Age"                                                             
 [25] "age_category_numeric"                                             "age_category"                                                    
 [27] "highest_education_prepan_numeric"                                 "highest_education_prepan"                                        
 [29] "employment.phd"                                                   "employment.masters_degree_or_equivalent"                         
 [31] "employment.postgraduate_degree_or_equivalent"                     "employment.bachelors_degree_or_equivalent"                       
 [33] "employment.a_levelsas_levels_or_equivalent"                       "employment.o_levelsgcses_or_equivalent"                          
 [35] "employment.cses_or_equivalent"                                    "employment.nvq_or_hnd_or_hnc_or_equivalent"                      
 [37] "employment.government_work_key_workers"                           "employment.unemployed"                                           
 [39] "employment.zerohours_contract"                                    "employment.stayathome_parent_or_carer"                           
 [41] "employment.retired"                                               "employment.student_gcse_or_a_level"                              
 [43] "employment.student_university"                                    "employment.became_unemployed"                                    
 [45] "employment.furloughed_or_paid_leave_government_funded"            "employment.furloughed_or_paid_leave_company_funded"              
 [47] "employment.paid_leave_furloughed"                                 "employment.fulltime_employed"                                    
 [49] "employment.parttime_employed"                                     "employment.selfemployed"                                         
 [51] "employment.contract_or_freelance_work"                            "employment.small_business_owner"                                 
 [53] "employment.receiving_state_income"                                "employment.my_employment_status_has_not_changed"                 
 [55] "employment.reduction_in_hours"                                    "employment.reduction_in_salary"                                  
 [57] "employment.benefits_increased"                                    "employment.benefits_decreased"                                   
 [59] "employment.became_employed"                                       "employment.increased_hours"                                      
 [61] "employment.increased_salary"                                      "employment.phd_numeric"                                          
 [63] "employment.masters_degree_or_equivalent_numeric"                  "employment.postgraduate_degree_or_equivalent_numeric"            
 [65] "employment.bachelors_degree_or_equivalent_numeric"                "employment.a_levelsas_levels_or_equivalent_numeric"              
 [67] "employment.o_levelsgcses_or_equivalent_numeric"                   "employment.cses_or_equivalent_numeric"                           
 [69] "employment.nvq_or_hnd_or_hnc_or_equivalent_numeric"               "employment.government_work_key_workers_numeric"                  
 [71] "employment.unemployed_numeric"                                    "employment.zerohours_contract_numeric"                           
 [73] "employment.stayathome_parent_or_carer_numeric"                    "employment.retired_numeric"                                      
 [75] "employment.student_gcse_or_a_level_numeric"                       "employment.student_university_numeric"                           
 [77] "employment.became_unemployed_numeric"                             "employment.furloughed_or_paid_leave_government_funded_numeric"   
 [79] "employment.furloughed_or_paid_leave_company_funded_numeric"       "employment.paid_leave_furloughed_numeric"                        
 [81] "employment.fulltime_employed_numeric"                             "employment.parttime_employed_numeric"                            
 [83] "employment.selfemployed_numeric"                                  "employment.contract_or_freelance_work_numeric"                   
 [85] "employment.small_business_owner_numeric"                          "employment.receiving_state_income_numeric"                       
 [87] "employment.my_employment_status_has_not_changed_numeric"          "employment.reduction_in_hours_numeric"                           
 [89] "employment.reduction_in_salary_numeric"                           "employment.benefits_increased_numeric"                           
 [91] "employment.benefits_decreased_numeric"                            "employment.became_employed_numeric"                              
 [93] "employment.increased_hours_numeric"                               "employment.increased_salary_numeric"                             
 [95] "highest_education_numeric"                                        "highest_education"                                               
 [97] "employment_prior_covid_numeric"                                   "employment_prior_covid"                                          
 [99] "employment_change_numeric"                                        "employment_change"                                               
[101] "key_worker_numeric"                                               "key_worker"                                                      
[103] "anxiety_disorders_numeric"                                        "anxiety_disorders"                                               
[105] "mhd.specific_phobia_e.g._phobia_of_flying_numeric"                "mhd.specific_phobia_e.g._phobia_of_flying"                       
[107] "mhd.social_anxiety_or_social_phobia_numeric"                      "mhd.social_anxiety_or_social_phobia"                             
[109] "agoraphobia_panic_disorder_numeric"                               "agoraphobia_panic_disorder"                                      
[111] "depressive_disorders_numeric"                                     "depressive_disorders"                                            
[113] "eating_disorders_numeric"                                         "eating_disorders"                                                
[115] "obsessive_compulsive_disorders_numeric"                           "obsessive_compulsive_disorders"                                  
[117] "psychotic_disorders_numeric"                                      "psychotic_disorders"                                             
[119] "mhd.mania_hypomania_bipolar_or_manicdepression_numeric"           "mhd.mania_hypomania_bipolar_or_manicdepression"                  
[121] "mhd.posttraumatic_stress_disorder_ptsd_numeric"                   "mhd.posttraumatic_stress_disorder_ptsd"                          
[123] "autism_spectrum_disorder_numeric"                                 "autism_spectrum_disorder"                                        
[125] "mhd.attention_deficit_hyperactivity_disorder_numeric"             "mhd.attention_deficit_hyperactivity_disorder"                    
[127] "mhd.personality_disorder_numeric"                                 "mhd.personality_disorder"                                        
[129] "personality_cluster_a_numeric"                                    "personality_cluster_a"                                           
[131] "personality_cluster_b_numeric"                                    "personality_cluster_b"                                           
[133] "personality_cluster_c_numeric"                                    "personality_cluster_c"                                           
[135] "depression_and_anxiety_numeric"                                   "depression_and_anxiety"                                          
[137] "restricting_vs_binge_eating_eating_disorders_numeric"             "restricting_vs_binge_eating_eating_disorders"                    
[139] "bipolar_and_schizophrenia_numeric"                                "bipolar_and_schizophrenia"                                       
[141] "control_numeric"                                                  "control"                                                         
[143] "disorders_total_count"                                            "comorbidity_total_count_numeric"                                 
[145] "comorbidity_total_count_factor_numeric"                           "comorbidity_total_count_factor"                                  
[147] "mhd.none_of_the_above"                                            "mhd.none_of_the_above.1"                                         
[149] "gad.feeling_nervous_anxious_or_on_edge_prepan"                    "gad.control_worrying_stop_prepan"                                
[151] "gad.worrying_too_much_about_different_things_prepan"              "gad.trouble_relaxing_prepan"                                     
[153] "gad.sit_restless_hard_prepan"                                     "gad.becoming_easily_annoyed_or_irritable_prepan"                 
[155] "gad.awful_feeling_afraid_happen_prepan"                           "gad.feeling_nervous_anxious_or_on_edge_prepan_numeric"           
[157] "gad.control_worrying_stop_prepan_numeric"                         "gad.worrying_too_much_about_different_things_prepan_numeric"     
[159] "gad.trouble_relaxing_prepan_numeric"                              "gad.sit_restless_hard_prepan_numeric"                            
[161] "gad.becoming_easily_annoyed_or_irritable_prepan_numeric"          "gad.awful_feeling_afraid_happen_prepan_numeric"                  
[163] "gad.sum_score_prepan_raw"                                         "na_per_person_gad_prepan"                                        
[165] "gad.sum_score_prepan"                                             "pcl.stressful_experience_repeated_images_prepan"                 
[167] "pcl.stressful_experience_upset_reminded_prepan"                   "pcl.stressful_situation_avoiding_activities_prepan"              
[169] "pcl.cut_people_feeling_distant_prepan"                            "pcl.feeling_irritable_or_having_angry_outbursts_prepan"          
[171] "pcl.difficulty_concentrating_prepan"                              "pcl.stressful_experience_repeated_images_prepan_numeric"         
[173] "pcl.stressful_experience_upset_reminded_prepan_numeric"           "pcl.stressful_situation_avoiding_activities_prepan_numeric"      
[175] "pcl.cut_people_feeling_distant_prepan_numeric"                    "pcl.feeling_irritable_or_having_angry_outbursts_prepan_numeric"  
[177] "pcl.difficulty_concentrating_prepan_numeric"                      "pcl.sum_score_prepan_raw"                                        
[179] "na_per_person_pcl_prepan"                                         "pcl.sum_score_prepan"                                            
[181] "phq.little_interest_or_pleasure_in_doing_things_prepan"           "phq.feeling_down_depressed_or_hopeless_prepan"                   
[183] "phq.staying_asleep_sleeping_trouble_prepan"                       "phq.feeling_tired_or_having_little_energy_prepan"                
[185] "phq.poor_appetite_or_overeating_prepan"                           "phq.feeling_bad_failure_family_prepan"                           
[187] "phq.trouble_concentrating_reading_newspaper_prepan"               "phq.moving_fidgety_noticed_opposite_prepan"                      
[189] "phq.dead_hurting_thoughts_prepan"                                 "phq.little_interest_or_pleasure_in_doing_things_prepan_numeric"  
[191] "phq.feeling_down_depressed_or_hopeless_prepan_numeric"            "phq.staying_asleep_sleeping_trouble_prepan_numeric"              
[193] "phq.feeling_tired_or_having_little_energy_prepan_numeric"         "phq.poor_appetite_or_overeating_prepan_numeric"                  
[195] "phq.feeling_bad_failure_family_prepan_numeric"                    "phq.trouble_concentrating_reading_newspaper_prepan_numeric"      
[197] "phq.moving_fidgety_noticed_opposite_prepan_numeric"               "phq.dead_hurting_thoughts_prepan_numeric"                        
[199] "phq.sum_score_prepan_raw"                                         "na_per_person_phq_prepan"                                        
[201] "phq.missing_only_suicide_item_prepan"                             "phq.sum_score_prepan"                                            
[203] "phq.sum_score_8items_prepan"                                      "ocir.i_repeatedly_check_doors_windows_drawers_etc_prepan"        
[205] "ocir.arranged_things_change_upset_prepan"                         "ocir.repeat_feel_numbers_prepan"                                 
[207] "ocir.clean_simply_wash_feel_prepan"                               "ocir.mind_upset_unpleasant_thoughts_prepan"                      
[209] "ocir.afraid_avoid_throwing_things_prepan"                         "ocir.light_switches_water_taps_prepan"                           
[211] "ocir.arranged_things_prepan"                                      "ocir.good_feel_bad_numbers_prepan"                               
[213] "ocir.hands_longer_wash_prepan"                                    "ocir.saved_things_prepan"                                        
[215] "ocir.frequently_difficulty_rid_nasty_prepan"                      "ocir.i_check_things_more_often_than_necessary_prepan"            
[217] "ocir.arranged_properly_objects_upset_prepan"                      "ocir.feel_compelled_count_things_prepan"                         
[219] "ocir.strangers_touch_touched_difficult_prepan"                    "ocir.control_difficult_find_thoughts_prepan"                     
[221] "ocir.i_collect_things_i_dont_need_prepan"                         "ocir.i_repeatedly_check_doors_windows_drawers_etc_prepan_numeric"
[223] "ocir.arranged_things_change_upset_prepan_numeric"                 "ocir.repeat_feel_numbers_prepan_numeric"                         
[225] "ocir.clean_simply_wash_feel_prepan_numeric"                       "ocir.mind_upset_unpleasant_thoughts_prepan_numeric"              
[227] "ocir.afraid_avoid_throwing_things_prepan_numeric"                 "ocir.light_switches_water_taps_prepan_numeric"                   
[229] "ocir.arranged_things_prepan_numeric"                              "ocir.good_feel_bad_numbers_prepan_numeric"                       
[231] "ocir.hands_longer_wash_prepan_numeric"                            "ocir.saved_things_prepan_numeric"                                
[233] "ocir.frequently_difficulty_rid_nasty_prepan_numeric"              "ocir.i_check_things_more_often_than_necessary_prepan_numeric"    
[235] "ocir.arranged_properly_objects_upset_prepan_numeric"              "ocir.feel_compelled_count_things_prepan_numeric"                 
[237] "ocir.strangers_touch_touched_difficult_prepan_numeric"            "ocir.control_difficult_find_thoughts_prepan_numeric"             
[239] "ocir.i_collect_things_i_dont_need_prepan_numeric"                 "ocir.sum_score_prepan_raw"                                       
[241] "na_per_person_ocir_prepan"                                        "ocir.sum_score_prepan"                                           
[243] "startDate.coping"                                                 "gad.problems_made_difficult_care"                                
[245] "gad.pandemic_felt_feelings"                                       "gad.feeling_nervous_anxious_or_on_edge_retro"                    
[247] "gad.control_worrying_stop_retro"                                  "gad.worrying_too_much_about_different_things_retro"              
[249] "gad.trouble_relaxing_retro"                                       "gad.sit_restless_hard_retro"                                     
[251] "gad.becoming_easily_annoyed_or_irritable_retro"                   "gad.awful_feeling_afraid_happen_retro"                           
[253] "gad.feeling_nervous_anxious_or_on_edge_base"                      "gad.control_worrying_stop_base"                                  
[255] "gad.worrying_too_much_about_different_things_base"                "gad.trouble_relaxing_base"                                       
[257] "gad.sit_restless_hard_base"                                       "gad.becoming_easily_annoyed_or_irritable_base"                   
[259] "gad.awful_feeling_afraid_happen_base"                             "gad.problems_made_difficult_care_numeric"                        
[261] "gad.pandemic_felt_feelings_numeric"                               "gad.feeling_nervous_anxious_or_on_edge_retro_numeric"            
[263] "gad.control_worrying_stop_retro_numeric"                          "gad.worrying_too_much_about_different_things_retro_numeric"      
[265] "gad.trouble_relaxing_retro_numeric"                               "gad.sit_restless_hard_retro_numeric"                             
[267] "gad.becoming_easily_annoyed_or_irritable_retro_numeric"           "gad.awful_feeling_afraid_happen_retro_numeric"                   
[269] "gad.feeling_nervous_anxious_or_on_edge_base_numeric"              "gad.control_worrying_stop_base_numeric"                          
[271] "gad.worrying_too_much_about_different_things_base_numeric"        "gad.trouble_relaxing_base_numeric"                               
[273] "gad.sit_restless_hard_base_numeric"                               "gad.becoming_easily_annoyed_or_irritable_base_numeric"           
[275] "gad.awful_feeling_afraid_happen_base_numeric"                     "gad.sum_score_retro_raw"                                         
[277] "gad.sum_score_base_raw"                                           "na_per_person_gad_base"                                          
[279] "na_per_person_gad_retro"                                          "gad.sum_score_base"                                              
[281] "gad.sum_score_retro"                                              "pcl.stressful_experience_repeated_images_base"                   
[283] "pcl.stressful_experience_upset_reminded_base"                     "pcl.stressful_situation_avoiding_activities_base"                
[285] "pcl.cut_people_feeling_distant_base"                              "pcl.feeling_irritable_or_having_angry_outbursts_base"            
[287] "pcl.difficulty_concentrating_base"                                "pcl.stressful_experience_repeated_images_retro"                  
[289] "pcl.stressful_experience_upset_reminded_retro"                    "pcl.stressful_situation_avoiding_activities_retro"               
[291] "pcl.cut_people_feeling_distant_retro"                             "pcl.feeling_irritable_or_having_angry_outbursts_retro"           
[293] "pcl.difficulty_concentrating_retro"                               "pcl.stressful_experience_repeated_images_base_numeric"           
[295] "pcl.stressful_experience_upset_reminded_base_numeric"             "pcl.stressful_situation_avoiding_activities_base_numeric"        
[297] "pcl.cut_people_feeling_distant_base_numeric"                      "pcl.feeling_irritable_or_having_angry_outbursts_base_numeric"    
[299] "pcl.difficulty_concentrating_base_numeric"                        "pcl.stressful_experience_repeated_images_retro_numeric"          
[301] "pcl.stressful_experience_upset_reminded_retro_numeric"            "pcl.stressful_situation_avoiding_activities_retro_numeric"       
[303] "pcl.cut_people_feeling_distant_retro_numeric"                     "pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric"   
[305] "pcl.difficulty_concentrating_retro_numeric"                       "pcl.sum_score_retro_raw"                                         
[307] "pcl.sum_score_base_raw"                                           "na_per_person_pcl_base"                                          
[309] "na_per_person_pcl_retro"                                          "pcl.sum_score_base"                                              
[311] "pcl.sum_score_retro"                                              "phq.problems_made_difficult_care"                                
[313] "phq.pandemic_felt_feelings"                                       "phq.little_interest_or_pleasure_in_doing_things_retro"           
[315] "phq.feeling_down_depressed_or_hopeless_retro"                     "phq.staying_asleep_sleeping_trouble_retro"                       
[317] "phq.feeling_tired_or_having_little_energy_retro"                  "phq.poor_appetite_or_overeating_retro"                           
[319] "phq.feeling_bad_failure_family_retro"                             "phq.trouble_concentrating_reading_newspaper_retro"               
[321] "phq.moving_fidgety_noticed_opposite_retro"                        "phq.dead_hurting_thoughts_retro"                                 
[323] "phq.little_interest_or_pleasure_in_doing_things_base"             "phq.feeling_down_depressed_or_hopeless_base"                     
[325] "phq.staying_asleep_sleeping_trouble_base"                         "phq.feeling_tired_or_having_little_energy_base"                  
[327] "phq.poor_appetite_or_overeating_base"                             "phq.feeling_bad_failure_family_base"                             
[329] "phq.trouble_concentrating_reading_newspaper_base"                 "phq.moving_fidgety_noticed_opposite_base"                        
[331] "phq.dead_hurting_thoughts_base"                                   "phq.problems_made_difficult_care_numeric"                        
[333] "phq.pandemic_felt_feelings_numeric"                               "phq.little_interest_or_pleasure_in_doing_things_retro_numeric"   
[335] "phq.feeling_down_depressed_or_hopeless_retro_numeric"             "phq.staying_asleep_sleeping_trouble_retro_numeric"               
[337] "phq.feeling_tired_or_having_little_energy_retro_numeric"          "phq.poor_appetite_or_overeating_retro_numeric"                   
[339] "phq.feeling_bad_failure_family_retro_numeric"                     "phq.trouble_concentrating_reading_newspaper_retro_numeric"       
[341] "phq.moving_fidgety_noticed_opposite_retro_numeric"                "phq.dead_hurting_thoughts_retro_numeric"                         
[343] "phq.little_interest_or_pleasure_in_doing_things_base_numeric"     "phq.feeling_down_depressed_or_hopeless_base_numeric"             
[345] "phq.staying_asleep_sleeping_trouble_base_numeric"                 "phq.feeling_tired_or_having_little_energy_base_numeric"          
[347] "phq.poor_appetite_or_overeating_base_numeric"                     "phq.feeling_bad_failure_family_base_numeric"                     
[349] "phq.trouble_concentrating_reading_newspaper_base_numeric"         "phq.moving_fidgety_noticed_opposite_base_numeric"                
[351] "phq.dead_hurting_thoughts_base_numeric"                           "phq.sum_score_retro_raw"                                         
[353] "phq.sum_score_base_raw"                                           "na_per_person_phq_retro"                                         
[355] "phq.missing_only_suicide_item_retro"                              "na_per_person_phq_base"                                          
[357] "phq.missing_only_suicide_item_base"                               "phq.sum_score_base"                                              
[359] "phq.sum_score_8items_base"                                        "phq.sum_score_retro"                                             
[361] "phq.sum_score_8items_retro"                                       "ocir.felt_pandemic_feelings"                                     
[363] "ocir.i_repeatedly_check_doors_windows_drawers_etc_retro"          "ocir.arranged_things_change_upset_retro"                         
[365] "ocir.repeat_feel_numbers_retro"                                   "ocir.clean_simply_wash_feel_retro"                               
[367] "ocir.mind_upset_unpleasant_thoughts_retro"                        "ocir.afraid_avoid_throwing_things_retro"                         
[369] "ocir.light_switches_water_taps_retro"                             "ocir.arranged_things_retro"                                      
[371] "ocir.good_feel_bad_numbers_retro"                                 "ocir.hands_longer_wash_retro"                                    
[373] "ocir.saved_things_retro"                                          "ocir.frequently_difficulty_rid_nasty_retro"                      
[375] "ocir.i_check_things_more_often_than_necessary_retro"              "ocir.arranged_properly_objects_upset_retro"                      
[377] "ocir.feel_compelled_count_things_retro"                           "ocir.strangers_touch_touched_difficult_retro"                    
[379] "ocir.control_difficult_find_thoughts_retro"                       "ocir.i_collect_things_i_dont_need_retro"                         
[381] "ocir.i_repeatedly_check_doors_windows_drawers_etc_base"           "ocir.arranged_things_change_upset_base"                          
[383] "ocir.repeat_feel_numbers_base"                                    "ocir.clean_simply_wash_feel_base"                                
[385] "ocir.mind_upset_unpleasant_thoughts_base"                         "ocir.afraid_avoid_throwing_things_base"                          
[387] "ocir.light_switches_water_taps_base"                              "ocir.arranged_things_base"                                       
[389] "ocir.good_feel_bad_numbers_base"                                  "ocir.hands_longer_wash_base"                                     
[391] "ocir.saved_things_base"                                           "ocir.frequently_difficulty_rid_nasty_base"                       
[393] "ocir.i_check_things_more_often_than_necessary_base"               "ocir.arranged_properly_objects_upset_base"                       
[395] "ocir.feel_compelled_count_things_base"                            "ocir.strangers_touch_touched_difficult_base"                     
[397] "ocir.control_difficult_find_thoughts_base"                        "ocir.i_collect_things_i_dont_need_base"                          
[399] "ocir.felt_pandemic_feelings_numeric"                              "ocir.i_repeatedly_check_doors_windows_drawers_etc_retro_numeric" 
[401] "ocir.arranged_things_change_upset_retro_numeric"                  "ocir.repeat_feel_numbers_retro_numeric"                          
[403] "ocir.clean_simply_wash_feel_retro_numeric"                        "ocir.mind_upset_unpleasant_thoughts_retro_numeric"               
[405] "ocir.afraid_avoid_throwing_things_retro_numeric"                  "ocir.light_switches_water_taps_retro_numeric"                    
[407] "ocir.arranged_things_retro_numeric"                               "ocir.good_feel_bad_numbers_retro_numeric"                        
[409] "ocir.hands_longer_wash_retro_numeric"                             "ocir.saved_things_retro_numeric"                                 
[411] "ocir.frequently_difficulty_rid_nasty_retro_numeric"               "ocir.i_check_things_more_often_than_necessary_retro_numeric"     
[413] "ocir.arranged_properly_objects_upset_retro_numeric"               "ocir.feel_compelled_count_things_retro_numeric"                  
[415] "ocir.strangers_touch_touched_difficult_retro_numeric"             "ocir.control_difficult_find_thoughts_retro_numeric"              
[417] "ocir.i_collect_things_i_dont_need_retro_numeric"                  "ocir.i_repeatedly_check_doors_windows_drawers_etc_base_numeric"  
[419] "ocir.arranged_things_change_upset_base_numeric"                   "ocir.repeat_feel_numbers_base_numeric"                           
[421] "ocir.clean_simply_wash_feel_base_numeric"                         "ocir.mind_upset_unpleasant_thoughts_base_numeric"                
[423] "ocir.afraid_avoid_throwing_things_base_numeric"                   "ocir.light_switches_water_taps_base_numeric"                     
[425] "ocir.arranged_things_base_numeric"                                "ocir.good_feel_bad_numbers_base_numeric"                         
[427] "ocir.hands_longer_wash_base_numeric"                              "ocir.saved_things_base_numeric"                                  
[429] "ocir.frequently_difficulty_rid_nasty_base_numeric"                "ocir.i_check_things_more_often_than_necessary_base_numeric"      
[431] "ocir.arranged_properly_objects_upset_base_numeric"                "ocir.feel_compelled_count_things_base_numeric"                   
[433] "ocir.strangers_touch_touched_difficult_base_numeric"              "ocir.control_difficult_find_thoughts_base_numeric"               
[435] "ocir.i_collect_things_i_dont_need_base_numeric"                   "ocir.sum_score_retro_raw"                                        
[437] "ocir.sum_score_base_raw"                                          "na_per_person_ocir_retro"                                        
[439] "na_per_person_ocir_base"                                          "ocir.sum_score_base"                                             
[441] "ocir.sum_score_retro"                                             "alsfrs.limb_weakness_noticed_past"                               
[443] "alsfrs.normal"                                                    "alsfrs.slow_or_sloppy_all_words_are_legible"                     
[445] "alsfrs.not_all_words_are_legible"                                 "alsfrs.able_to_grip_pen"                                         
[447] "alsfrs.unable_to_grip_pen"                                        "alsfrs.have_you_noticed_any_difficulty_walking"                  
[449] "alsfrs.do_you_have_any_difficulty_climbing_stairs"                "alsfrs.limb_weakness_noticed_past_numeric"                       
[451] "alsfrs.normal_numeric"                                            "alsfrs.slow_or_sloppy_all_words_are_legible_numeric"             
[453] "alsfrs.not_all_words_are_legible_numeric"                         "alsfrs.able_to_grip_pen_numeric"                                 
[455] "alsfrs.unable_to_grip_pen_numeric"                                "alsfrs.have_you_noticed_any_difficulty_walking_numeric"          
[457] "alsfrs.do_you_have_any_difficulty_climbing_stairs_numeric"        "ess.felt_excessively_sleepy_past"                                
[459] "ess.sitting_and_reading"                                          "ess.watching_tv"                                                 
[461] "ess.sitting_inactive_in_a_public_place"                           "ess.break_passenger_car_hour"                                    
[463] "ess.afternoon_rest_circumstances_lying"                           "ess.sitting_and_talking_to_someone"                              
[465] "ess.sitting_quietly_after_a_lunch_without_alcohol"                "ess.car_minutes_stopped_traffic"                                 
[467] "ess.insomnia"                                                     "ess.narcolepsy"                                                  
[469] "ess.rem_sleep_behaviour_disorder"                                 "ess.restless_legs_syndrome"                                      
[471] "ess.sleep_apnea"                                                  "ess.sleep_terrors"                                               
[473] "ess.sleepwalking"                                                 "ess.other"                                                       
[475] "ess.none"                                                         "ess.felt_excessively_sleepy_past_numeric"                        
[477] "ess.sitting_and_reading_numeric"                                  "ess.watching_tv_numeric"                                         
[479] "ess.sitting_inactive_in_a_public_place_numeric"                   "ess.break_passenger_car_hour_numeric"                            
[481] "ess.afternoon_rest_circumstances_lying_numeric"                   "ess.sitting_and_talking_to_someone_numeric"                      
[483] "ess.sitting_quietly_after_a_lunch_without_alcohol_numeric"        "ess.car_minutes_stopped_traffic_numeric"                         
[485] "ess.insomnia_numeric"                                             "ess.narcolepsy_numeric"                                          
[487] "ess.rem_sleep_behaviour_disorder_numeric"                         "ess.restless_legs_syndrome_numeric"                              
[489] "ess.sleep_apnea_numeric"                                          "ess.sleep_terrors_numeric"                                       
[491] "ess.sleepwalking_numeric"                                         "ess.other_numeric"                                               
[493] "ess.none_numeric"                                                 "midas.headaches_suffered_past_month"                             
[495] "midas.days_past_month_miss_work_school"                           "midas.days_past_month_work_school_half_productivity"             
[497] "midas.days_past_month_miss_housework"                             "midas.days_past_month_housework_half_productivity"               
[499] "midas.days_past_month_miss_social_activities"                     "midas.headaches_suffered_past_month_numeric"                     
[501] "midas.days_past_month_miss_work_school_numeric"                   "midas.days_past_month_work_school_half_productivity_numeric"     
[503] "midas.days_past_month_miss_housework_numeric"                     "midas.days_past_month_housework_half_productivity_numeric"       
[505] "midas.days_past_month_miss_social_activities_numeric"             "nmss.ability_taste_food_smell"                                   
[507] "nmss.severe_taste_smell_loss"                                     "nmss.ability_taste_food_smell_numeric"                           
[509] "nmss.severe_taste_smell_loss_numeric"                             "nmsw.drink_problems_choking_difficulty"                          
[511] "nmsw.regularly_night_pass_urine"                                  "nmsw.sex_difficult_finding"                                      
[513] "nmsw.weak_standing_feeling_light"                                 "nmsw.acting_moving_sleep_talking"                                
[515] "nmsw.double_vision"                                               "nmsw.drink_problems_choking_difficulty_numeric"                  
[517] "nmsw.regularly_night_pass_urine_numeric"                          "nmsw.sex_difficult_finding_numeric"                              
[519] "nmsw.weak_standing_feeling_light_numeric"                         "nmsw.acting_moving_sleep_talking_numeric"                        
[521] "nmsw.double_vision_numeric"                                       "tinnitus.ears_noises_minutes_head"                               
[523] "tinnitus.ears_noises_minutes_head_frequency"                      "tinnitus.noises_worry_worst_upset"                               
[525] "tinnitus.ears_noises_minutes_head_numeric"                        "tinnitus.ears_noises_minutes_head_frequency_numeric"             
[527] "tinnitus.noises_worry_worst_upset_numeric"                        "ID.dup"                                                          
[529] "prepandemic_january_31_numeric"                                   "prepandemic_january_31"                                          
[531] "prepandemic_march_1_numeric"                                      "prepandemic_march_1"                                             
[533] "prepandemic_march_23_numeric"                                     "prepandemic_march_23"                                            
[535] "time_diff_coping_lockdown_march_23"                               "time_diff_coping_awareness_march_1"                              
[537] "time_diff_coping_first_case_uk_jan_31"                            "time_diff_signup_lockdown_march_23"                              
[539] "time_diff_signup_awareness_march_1"                               "time_diff_signup_first_case_uk_jan_31"                           
[541] "time_diff_sign_up_coping"                                         "phq.diff_score_retro_prepan"                                     
[543] "phq.diff_score_base_prepan"                                       "phq.diff_score_base_retro"                                       
[545] "gad.diff_score_retro_prepan"                                      "gad.diff_score_base_prepan"                                      
[547] "gad.diff_score_base_retro"                                        "pcl.diff_score_base_prepan"                                      
[549] "ocir.diff_score_retro_prepan"                                     "ocir.diff_score_base_prepan"                                     
[551] "ocir.diff_score_base_retro"                                       "data_group_phq_numeric"                                          
[553] "data_group_phq"                                                   "data_group_gad_numeric"                                          
[555] "data_group_gad"                                                   "data_group_pcl_numeric"                                          
[557] "data_group_pcl"                                                   "data_group_ocir_numeric"                                         
[559] "data_group_ocir"                                                  "respiratory.breath_diarrhoea_fatigue_fever"                      
[561] "respiratory.worst_ill_feel"                                       "respiratory.persistent_cough"                                    
[563] "respiratory.skipping_meals_because_you_felt_unwell"               "respiratory.was_your_sense_of_smell_impaired"                    
[565] "respiratory.was_your_sense_of_taste_impaired"                     "respiratory.feeling_tiredfatigued"                               
[567] "respiratory.throat_swab_coronavirus_nose"                         "respiratory.throat_swab_test_nose"                               
[569] "respiratory.coronavirus_antibody_test"                            "respiratory.results_antibody_test"                               
[571] "respiratory.breath_diarrhoea_fatigue_fever_numeric"               "respiratory.worst_ill_feel_numeric"                              
[573] "respiratory.persistent_cough_numeric"                             "respiratory.skipping_meals_because_you_felt_unwell_numeric"      
[575] "respiratory.was_your_sense_of_smell_impaired_numeric"             "respiratory.was_your_sense_of_taste_impaired_numeric"            
[577] "respiratory.feeling_tiredfatigued_numeric"                        "respiratory.throat_swab_coronavirus_nose_numeric"                
[579] "respiratory.throat_swab_test_nose_numeric"                        "respiratory.coronavirus_antibody_test_numeric"                   
[581] "respiratory.results_antibody_test_numeric"                        "respiratory.anosmia_binary"                                      
[583] "respiratory.pcough_binary"                                        "respiratory.fatigue_binary"                                      
[585] "respiratory.skipped_meals_binary"                                 "Sex_respiratory"                                                 
[587] "Age_respiratory"                                                  "covid_symptoms"                                                  
[589] "covid_probability"                                                "covid_odds_ratio"                                                
[591] "covid_odds_ratio_50_numeric"                                      "covid_odds_ratio_50"                                             
[593] "covid_probable_case_incl_screening_numeric"                       "covid_probable_case_incl_screening"                              
[595] "COPING_ID"                                                        "Birthyear_unc"                                                   
[597] "Birthmonth"                                                       "Birthday"                                                        
[599] "Birthyear_unc_numeric"                                            "Birthmonth_numeric"                                              
[601] "Birthday_numeric"                                                 "Birthyear_numeric"                                               
[603] "Birthdate"                                                        "Cohort"                                                          
[605] "Ethnicity.unc"                                                    "Cohort_numeric"                                                  
[607] "Ethnicity.unc_numeric"                                            "Ethnicity_full"                                                  
[609] "Transgender_uncleaned"                                            "Transgender_uncleaned_numeric"                                   
[611] "employment.what_is_your_highest_level_of_education"               "employment.what_is_your_highest_level_of_education_numeric"      
[613] "respiratory.coronavirus_week_antibody_test"                       "respiratory.coronavirus_week_antibody_test_numeric"              
[615] "covid_test_positive_double_numeric"                               "covid_test_positive_double"                                      
[617] "gad.covid_test_positive_numeric"                                  "covid_test_positive"                                             
[619] "age_category_collapsed_numeric"                                   "age_category_collapsed"                                          
[621] "age_category_collapsed_reordered"                                 "Gender_collapsed_numeric"                                        
[623] "Gender_collapsed"                                                 "Ethnicity_collapsed_numeric"                                     
[625] "Ethnicity_collapsed"                                              "Disorder_hierarchical_psychosis_numeric"                         
[627] "Disorder_hierarchical_psychosis"                                  "Disorder_hierarchical_numeric"                                   
[629] "Disorder_hierarchical"                                            "gad.change_binary_numeric"                                       
[631] "gad.change_binary"                                                "phq.change_binary_numeric"                                       
[633] "phq.change_binary"                                                "ocir.change_binary_numeric"                                      
[635] "ocir.change_binary"                                               "prepandemic_3_months_numeric"                                    
[637] "prepandemic_3_months"                                             "prepandemic_6_months_numeric"                                    
[639] "prepandemic_6_months"                                             "prepandemic_9_months_numeric"                                    
[641] "prepandemic_9_months"                                            

Important vectors with collections of columns

Vectors for sum_score

 [1] "gad.sum_score_prepan"        "pcl.sum_score_prepan"        "phq.sum_score_prepan"        "phq.sum_score_8items_prepan"
 [5] "ocir.sum_score_prepan"       "gad.sum_score_base"          "gad.sum_score_retro"         "pcl.sum_score_base"         
 [9] "pcl.sum_score_retro"         "phq.sum_score_base"          "phq.sum_score_8items_base"   "phq.sum_score_retro"        
[13] "phq.sum_score_8items_retro"  "ocir.sum_score_base"         "ocir.sum_score_retro"       
[1] "phq.sum_score_prepan" "phq.sum_score_base"   "phq.sum_score_retro" 
[1] "gad.sum_score_prepan" "gad.sum_score_base"   "gad.sum_score_retro" 
[1] "ocir.sum_score_prepan" "ocir.sum_score_base"   "ocir.sum_score_retro" 
[1] "pcl.sum_score_prepan" "pcl.sum_score_base"   "pcl.sum_score_retro" 

Vectors for diff_score

 [1] "phq.diff_score_retro_prepan"  "phq.diff_score_base_prepan"   "phq.diff_score_base_retro"    "gad.diff_score_retro_prepan" 
 [5] "gad.diff_score_base_prepan"   "gad.diff_score_base_retro"    "pcl.diff_score_base_prepan"   "ocir.diff_score_retro_prepan"
 [9] "ocir.diff_score_base_prepan"  "ocir.diff_score_base_retro"  
[1] "phq.diff_score_retro_prepan" "phq.diff_score_base_prepan"  "phq.diff_score_base_retro"  
[1] "gad.diff_score_retro_prepan" "gad.diff_score_base_prepan"  "gad.diff_score_base_retro"  
[1] "ocir.diff_score_retro_prepan" "ocir.diff_score_base_prepan"  "ocir.diff_score_base_retro"  

#ANALYSIS PLAN 1. Calculate mean change per disorder group i. Disorders (9) a. Rank the disorders by the size of the change ii. Sex iii. Age (13; RAMP; potentially collapse above 65 depending on group sizes) iv. Ethnicity groups (5; White European, Black (British), Asian, Arab, Mixed)

1. Questionnaire comparions: Calculate mean change per group

gad

Summary scores

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
  gad.change_bina… Prepan_mean Base_mean Retro_mean Prepan_sd Base_sd Retro_sd Prepan_median Base_median Retro_median Prepan_min Base_min Retro_min
  <fct>                  <dbl>     <dbl>      <dbl>     <dbl>   <dbl>    <dbl>         <dbl>       <dbl>        <dbl>      <dbl>    <dbl>     <dbl>
1 No change               8.25      2.67     NaN         6.20    4.45    NA                7         0             NA          0        0       Inf
2 Worsening               9.40      8.70       4.64      5.86    5.70     4.28             8         7              4          0        0         0
3 Improvement             9.23      4.77       8.36      5.82    4.83     5.47             8         3              7          0        0         0
4 <NA>                   10         5.7      NaN         8.56    5.99    NA               13         4.5           NA          0        0       Inf
# … with 9 more variables: Prepan_max <dbl>, Base_max <dbl>, Retro_max <dbl>, Prepan_skew <dbl>, Base_skew <dbl>, Retro_skew <dbl>,
#   Prepan_kurtosis <dbl>, Base_kurtosis <dbl>, Retro_kurtosis <dbl>
# A tibble: 12 x 9
   Change      Variable   Min   Max   Mean Median    SD    Skew Kurtosis
   <fct>       <chr>    <dbl> <dbl>  <dbl>  <dbl> <dbl>   <dbl>    <dbl>
 1 No change   Base         0    21   2.67    0    4.45  2.18      4.45 
 2 No change   Prepan       0    21   8.25    7    6.20  0.475    -0.903
 3 No change   Retro      Inf  -Inf NaN      NA   NA    NA        NA    
 4 Worsening   Base         0    21   8.70    7    5.70  0.525    -0.801
 5 Worsening   Prepan       0    21   9.40    8    5.86  0.339    -0.933
 6 Worsening   Retro        0    21   4.64    4    4.28  1.38      1.93 
 7 Improvement Base         0    21   4.77    3    4.83  1.37      1.57 
 8 Improvement Prepan       0    21   9.23    8    5.82  0.330    -0.903
 9 Improvement Retro        0    21   8.36    7    5.47  0.512    -0.587
10 <NA>        Base         0    21   5.7     4.5  5.99  1.04      0.101
11 <NA>        Prepan       0    21  10      13    8.56 -0.0314   -1.99 
12 <NA>        Retro      Inf  -Inf NaN      NA   NA    NA        NA    

Table for knitting gad sum score summary table

Change Variable Min Max Mean Median SD Skew Kurtosis
No change Base 0 21 2.665863 0.0 4.451322 2.1775181 4.4518534
No change Prepan 0 21 8.254932 7.0 6.202852 0.4754996 -0.9032129
No change Retro Inf -Inf NaN NA NA NA NA
Worsening Base 0 21 8.695957 7.0 5.696058 0.5245479 -0.8011604
Worsening Prepan 0 21 9.403875 8.0 5.859497 0.3389671 -0.9329372
Worsening Retro 0 21 4.638103 4.0 4.279377 1.3752419 1.9313176
Improvement Base 0 21 4.771279 3.0 4.830869 1.3672217 1.5731623
Improvement Prepan 0 21 9.228041 8.0 5.817921 0.3295928 -0.9032305
Improvement Retro 0 21 8.362857 7.0 5.468934 0.5124932 -0.5869968
NA Base 0 21 5.700000 4.5 5.994045 1.0357477 0.1012029
NA Prepan 0 21 10.000000 13.0 8.563488 -0.0313927 -1.9895986
NA Retro Inf -Inf NaN NA NA NA NA

Differences scores

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
  gad.change_bina… `Base - prepan_… `Base - retro_m… `Prepan - retro… `Base - prepan_… `Base - retro_s… `Prepan - retro… `Base - prepan_…
  <fct>                       <dbl>            <dbl>            <dbl>            <dbl>            <dbl>            <dbl>            <dbl>
1 No change                  -2.05            NaN             NaN                 4.73            NA               NA                  -1
2 Worsening                   0.969             4.06           -3.58              5.31             4.29             5.11                1
3 Improvement                -4.08             -3.59            0.354             5.49             5.32             5.69               -3
4 <NA>                       -1.5             NaN             NaN                 5.43            NA               NA                  -2
# … with 14 more variables: `Base - retro_median` <dbl>, `Prepan - retro_median` <dbl>, `Base - prepan_min` <dbl>, `Base - retro_min` <dbl>, `Prepan
#   - retro_min` <dbl>, `Base - prepan_max` <dbl>, `Base - retro_max` <dbl>, `Prepan - retro_max` <dbl>, `Base - prepan_skew` <dbl>, `Base -
#   retro_skew` <dbl>, `Prepan - retro_skew` <dbl>, `Base - prepan_kurtosis` <dbl>, `Base - retro_kurtosis` <dbl>, `Prepan - retro_kurtosis` <dbl>
# A tibble: 12 x 9
   Change      Variable         Min   Max    Mean Median    SD    Skew Kurtosis
   <fct>       <chr>          <dbl> <dbl>   <dbl>  <dbl> <dbl>   <dbl>    <dbl>
 1 No change   Base - prepan    -21    20  -2.05      -1  4.73 -0.487     1.51 
 2 No change   Base - retro     Inf  -Inf NaN         NA NA    NA        NA    
 3 No change   Prepan - retro   Inf  -Inf NaN         NA NA    NA        NA    
 4 Worsening   Base - prepan    -18    21   0.969      1  5.31 -0.0146    0.601
 5 Worsening   Base - retro     -21    21   4.06       3  4.29  0.770     0.879
 6 Worsening   Prepan - retro   -21    18  -3.58      -3  5.11 -0.289     0.441
 7 Improvement Base - prepan    -21    12  -4.08      -3  5.49 -0.297     0.126
 8 Improvement Base - retro     -21    21  -3.59      -3  5.32  0.475     2.15 
 9 Improvement Prepan - retro   -21    20   0.354      1  5.69 -0.158     0.875
10 <NA>        Base - prepan     -9     6  -1.5       -2  5.43  0.0468   -1.68 
11 <NA>        Base - retro     Inf  -Inf NaN         NA NA    NA        NA    
12 <NA>        Prepan - retro   Inf  -Inf NaN         NA NA    NA        NA    

Table for knitting gad diff summary table

Change Variable Min Max Mean Median SD Skew Kurtosis
No change Base - prepan -21 20 -2.0498783 -1 4.730325 -0.4870231 1.5079948
No change Base - retro Inf -Inf NaN NA NA NA NA
No change Prepan - retro Inf -Inf NaN NA NA NA NA
Worsening Base - prepan -18 21 0.9694803 1 5.309832 -0.0145504 0.6007935
Worsening Base - retro -21 21 4.0587466 3 4.286868 0.7700269 0.8792915
Worsening Prepan - retro -21 18 -3.5772884 -3 5.108094 -0.2892807 0.4412892
Improvement Base - prepan -21 12 -4.0760778 -3 5.490428 -0.2970813 0.1264514
Improvement Base - retro -21 21 -3.5866667 -3 5.322797 0.4752668 2.1484694
Improvement Prepan - retro -21 20 0.3536379 1 5.692678 -0.1576467 0.8754152
NA Base - prepan -9 6 -1.5000000 -2 5.431390 0.0468089 -1.6798094
NA Base - retro Inf -Inf NaN NA NA NA NA
NA Prepan - retro Inf -Inf NaN NA NA NA NA

Long format

  ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical gad.diff_score   Time_point
1  8   GLAD             Male            European  Depressive disorders             NA retro_prepan
2 10   GLAD           Female            European  Depressive disorders             -5 retro_prepan
3 11   GLAD             Male            European  Depressive disorders              7 retro_prepan
4 13   GLAD           Female            European  Depressive disorders              0 retro_prepan
5 15   GLAD           Female            European  Depressive disorders             NA retro_prepan
6 20   GLAD           Female            European  Depressive disorders             15 retro_prepan
  ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical gad.sum_score Time_point Full_cohort Time_point_dup
1  8   GLAD             Male            European  Depressive disorders            16     prepan Full cohort         prepan
2 10   GLAD           Female            European  Depressive disorders             7     prepan Full cohort         prepan
3 11   GLAD             Male            European  Depressive disorders             2     prepan Full cohort         prepan
4 13   GLAD           Female            European  Depressive disorders             5     prepan Full cohort         prepan
5 15   GLAD           Female            European  Depressive disorders             3     prepan Full cohort         prepan
6 20   GLAD           Female            European  Depressive disorders             6     prepan Full cohort         prepan

Plots diff

makes this into percentages

Warning: Removed 56536 rows containing non-finite values (stat_count).

plot of chunk gad absolut plot

Warning: Removed 33099 rows containing non-finite values (stat_bin).

plot of chunk gad percentage plot retro_prepan diff

Warning: Removed 33099 rows containing non-finite values (stat_bin).

plot of chunk gad percentage plot retro_prepan resized

Warning: Removed 23437 rows containing non-finite values (stat_bin).

plot of chunk gad plot retro_prepan diff

Plots sum

Warning: Removed 33099 rows containing non-finite values (stat_bin).

plot of chunk gad percentage plot retro_prepan sum

Warning: Removed 33099 rows containing non-finite values (stat_bin).

plot of chunk gad percentage plot retro_prepan sum resized

Violin plots

Warning: `fun.y` is deprecated. Use `fun` instead.
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plot of chunk gad.sum violin plot

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
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Warning: Removed 33099 rows containing missing values (geom_point).

plot of chunk gad.sum violin plot Sample

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
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Warning: Removed 33099 rows containing missing values (geom_point).

plot of chunk gad.sum violin plot Sample GLAD EDGI combined

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
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plot of chunk gad.sum violin plot Disorder_hierarchical

phq

Summary scores

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
  phq.change_bina… Prepan_mean Base_mean Retro_mean Prepan_sd Base_sd Retro_sd Prepan_median Base_median Retro_median Prepan_min Base_min Retro_min
  <fct>                  <dbl>     <dbl>      <dbl>     <dbl>   <dbl>    <dbl>         <dbl>       <dbl>        <dbl>      <dbl>    <dbl>     <dbl>
1 No change               10.5      3.78     NaN         7.21    5.48    NA                9           2           NA          0        0       Inf
2 Worsening               11.7     10.3        5.71      6.74    6.60     5.28            11           9            4          0        0         0
3 Improvement             11.5      6.76       9.81      6.72    5.76     6.78            11           5            9          0        0         0
4 <NA>                    11.4      5.88     NaN         7.58    6.89    NA                9           3           NA          0        0       Inf
# … with 9 more variables: Prepan_max <dbl>, Base_max <dbl>, Retro_max <dbl>, Prepan_skew <dbl>, Base_skew <dbl>, Retro_skew <dbl>,
#   Prepan_kurtosis <dbl>, Base_kurtosis <dbl>, Retro_kurtosis <dbl>
# A tibble: 12 x 9
   Phq.change_binary Variable   Min   Max   Mean Median    SD   Skew Kurtosis
   <fct>             <chr>    <dbl> <dbl>  <dbl>  <dbl> <dbl>  <dbl>    <dbl>
 1 No change         Base         0    27   3.78      2  5.48  2.02     3.82 
 2 No change         Prepan       0    27  10.5       9  7.21  0.474   -0.748
 3 No change         Retro      Inf  -Inf NaN        NA NA    NA       NA    
 4 Worsening         Base         0    27  10.3       9  6.60  0.593   -0.541
 5 Worsening         Prepan       0    27  11.7      11  6.74  0.303   -0.773
 6 Worsening         Retro        0    27   5.71      4  5.28  1.42     1.95 
 7 Improvement       Base         0    27   6.76      5  5.76  1.06     0.707
 8 Improvement       Prepan       0    27  11.5      11  6.72  0.305   -0.812
 9 Improvement       Retro        0    27   9.81      9  6.78  0.596   -0.462
10 <NA>              Base         0    27   5.88      3  6.89  1.15     0.368
11 <NA>              Prepan       0    25  11.4       9  7.58  0.385   -1.14 
12 <NA>              Retro      Inf  -Inf NaN        NA NA    NA       NA    

Table for knitting phq sum score summary table

Phq.change_binary Variable Min Max Mean Median SD Skew Kurtosis
No change Base 0 27 3.779763 2 5.481075 2.0240159 3.8206843
No change Prepan 0 27 10.489318 9 7.211689 0.4737527 -0.7484781
No change Retro Inf -Inf NaN NA NA NA NA
Worsening Base 0 27 10.318865 9 6.601230 0.5934998 -0.5407978
Worsening Prepan 0 27 11.731892 11 6.742218 0.3025175 -0.7730617
Worsening Retro 0 27 5.713298 4 5.275219 1.4212461 1.9501353
Improvement Base 0 27 6.759112 5 5.758644 1.0575115 0.7067317
Improvement Prepan 0 27 11.511645 11 6.718528 0.3046296 -0.8118759
Improvement Retro 0 27 9.813261 9 6.780903 0.5958911 -0.4615114
NA Base 0 27 5.884892 3 6.885270 1.1461385 0.3684788
NA Prepan 0 25 11.424242 9 7.583000 0.3851207 -1.1446285
NA Retro Inf -Inf NaN NA NA NA NA

Differences score

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf

Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
  phq.change_bina… `Base - prepan_… `Base - retro_m… `Prepan - retro… `Base - prepan_… `Base - retro_s… `Prepan - retro… `Base - prepan_…
  <fct>                       <dbl>            <dbl>            <dbl>            <dbl>            <dbl>            <dbl>            <dbl>
1 No change                  -1.98            NaN             NaN                 5.13            NA               NA                  -1
2 Worsening                   0.800             4.60           -4.25              5.55             4.54             5.50                1
3 Improvement                -4.03             -3.05           -0.121             5.60             5.58             6.13               -3
4 <NA>                       -0.531           NaN             NaN                 6.11            NA               NA                   0
# … with 14 more variables: `Base - retro_median` <dbl>, `Prepan - retro_median` <dbl>, `Base - prepan_min` <dbl>, `Base - retro_min` <dbl>, `Prepan
#   - retro_min` <dbl>, `Base - prepan_max` <dbl>, `Base - retro_max` <dbl>, `Prepan - retro_max` <dbl>, `Base - prepan_skew` <dbl>, `Base -
#   retro_skew` <dbl>, `Prepan - retro_skew` <dbl>, `Base - prepan_kurtosis` <dbl>, `Base - retro_kurtosis` <dbl>, `Prepan - retro_kurtosis` <dbl>
# A tibble: 12 x 9
   Phq.change_binary Variable         Min   Max    Mean Median    SD    Skew Kurtosis
   <fct>             <chr>          <dbl> <dbl>   <dbl>  <dbl> <dbl>   <dbl>    <dbl>
 1 No change         Base - prepan    -25    23  -1.98      -1  5.13 -0.317     1.69 
 2 No change         Base - retro     Inf  -Inf NaN         NA NA    NA        NA    
 3 No change         Prepan - retro   Inf  -Inf NaN         NA NA    NA        NA    
 4 Worsening         Base - prepan    -23    24   0.800      1  5.55 -0.0686    0.878
 5 Worsening         Base - retro     -18    27   4.60       4  4.54  0.927     1.34 
 6 Worsening         Prepan - retro   -27    21  -4.25      -4  5.50 -0.377     0.604
 7 Improvement       Base - prepan    -22    14  -4.03      -3  5.60 -0.412     0.231
 8 Improvement       Base - retro     -24    23  -3.05      -3  5.58  0.0340    1.85 
 9 Improvement       Prepan - retro   -27    22  -0.121      0  6.13 -0.0254    0.730
10 <NA>              Base - prepan    -21     8  -0.531      0  6.11 -1.10      1.88 
11 <NA>              Base - retro     Inf  -Inf NaN         NA NA    NA        NA    
12 <NA>              Prepan - retro   Inf  -Inf NaN         NA NA    NA        NA    

Table for knitting phq diff summary table

Phq.change_binary Variable Min Max Mean Median SD Skew Kurtosis
No change Base - prepan -25 23 -1.9826472 -1 5.133551 -0.3168253 1.6880781
No change Base - retro Inf -Inf NaN NA NA NA NA
No change Prepan - retro Inf -Inf NaN NA NA NA NA
Worsening Base - prepan -23 24 0.7995943 1 5.546920 -0.0685706 0.8779614
Worsening Base - retro -18 27 4.6013154 4 4.537987 0.9270470 1.3367436
Worsening Prepan - retro -27 21 -4.2498646 -4 5.496923 -0.3766182 0.6037092
Improvement Base - prepan -22 14 -4.0313183 -3 5.595035 -0.4118415 0.2308405
Improvement Base - retro -24 23 -3.0461797 -3 5.576957 0.0339898 1.8480119
Improvement Prepan - retro -27 22 -0.1211679 0 6.134474 -0.0254236 0.7299648
NA Base - prepan -21 8 -0.5312500 0 6.111778 -1.1041870 1.8755762
NA Base - retro Inf -Inf NaN NA NA NA NA
NA Prepan - retro Inf -Inf NaN NA NA NA NA

Long format

  ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical phq.diff_score   Time_point
1  8   GLAD             Male            European  Depressive disorders              9 retro_prepan
2 10   GLAD           Female            European  Depressive disorders             -3 retro_prepan
3 11   GLAD             Male            European  Depressive disorders              5 retro_prepan
4 13   GLAD           Female            European  Depressive disorders             -1 retro_prepan
5 15   GLAD           Female            European  Depressive disorders             NA retro_prepan
6 20   GLAD           Female            European  Depressive disorders              7 retro_prepan
  ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical phq.sum_score Time_point
1  8   GLAD             Male            European  Depressive disorders            14     prepan
2 10   GLAD           Female            European  Depressive disorders             4     prepan
3 11   GLAD             Male            European  Depressive disorders             2     prepan
4 13   GLAD           Female            European  Depressive disorders             8     prepan
5 15   GLAD           Female            European  Depressive disorders             5     prepan
6 20   GLAD           Female            European  Depressive disorders            13     prepan

Plots

makes this into percentages

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plot of chunk phq absolut plot

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plot of chunk phq percentage plot retro_prepan

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plot of chunk phq plot retro_prepan diff

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Plots sum

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plot of chunk phq percentage plot retro_prepan sum resized

Violin plots

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 32162 rows containing non-finite values (stat_ydensity).
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plot of chunk phq.sum violin plot

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 32162 rows containing non-finite values (stat_ydensity).
Warning: Removed 32162 rows containing non-finite values (stat_summary).
Warning: Removed 32162 rows containing missing values (geom_point).

plot of chunk phq.sum violin plot Sample

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 32162 rows containing non-finite values (stat_ydensity).
Warning: Removed 32162 rows containing non-finite values (stat_summary).
Warning: Removed 32162 rows containing missing values (geom_point).

plot of chunk phq.sum violin plot Sample GLAD EDGI combined

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 32162 rows containing non-finite values (stat_ydensity).
Warning: Removed 32162 rows containing non-finite values (stat_summary).
Warning: Removed 32162 rows containing missing values (geom_point).

plot of chunk phq.sum violin plot Disorder_hierarchical

ocir

Summary scores

Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
# A tibble: 4 x 22
  ocir.change_bin… Prepan_mean Base_mean Retro_mean Prepan_sd Base_sd Retro_sd Prepan_median Base_median Retro_median Prepan_min Base_min Retro_min
  <fct>                  <dbl>     <dbl>      <dbl>     <dbl>   <dbl>    <dbl>         <dbl>       <dbl>        <dbl>      <dbl>    <dbl>     <dbl>
1 No change               25.4      14.3       17.4      13.0    12.3     12.7          24            11           15          0        0         0
2 Worsening               27.5      17.8       17.0      14.1    12.9     12.8          26            15           14          1        0         0
3 Improvement             27.5      21.8       18.1      14.5    14.1     11.5          23.5          18           16         10        0         0
4 <NA>                    16.4     NaN         17        10.7    NA       NA            14            NA           17          0      Inf        17
# … with 9 more variables: Prepan_max <dbl>, Base_max <dbl>, Retro_max <dbl>, Prepan_skew <dbl>, Base_skew <dbl>, Retro_skew <dbl>,
#   Prepan_kurtosis <dbl>, Base_kurtosis <dbl>, Retro_kurtosis <dbl>
# A tibble: 3 x 8
  Variable   Min   Max  Mean Median    SD  Skew Kurtosis
  <chr>    <dbl> <dbl> <dbl>  <dbl> <dbl> <dbl>    <dbl>
1 Base         0    72  17.8     15  12.9 1.13    1.17  
2 Prepan       1    71  27.5     26  14.1 0.627  -0.0287
3 Retro        0    71  17.0     14  12.8 1.10    0.965 

Table for knitting ocir sum score summary table

Variable Min Max Mean Median SD Skew Kurtosis
Base 0 72 17.80762 15 12.88086 1.1272426 1.1744348
Prepan 1 71 27.48730 26 14.13691 0.6265723 -0.0286904
Retro 0 71 16.99466 14 12.83344 1.0979581 0.9647110

Differences scores

  Base - prepan_mean Base - retro_mean Prepan - retro_mean Base - prepan_sd Base - retro_sd Prepan - retro_sd Base - prepan_median
1          -8.043956         0.9100517             -3.5058         10.74915        9.658776          9.301472                   -7
  Base - retro_median Prepan - retro_median Base - prepan_min Base - retro_min Prepan - retro_min Base - prepan_max Base - retro_max
1                   0                    -3               -40              -44                -30                34               72
  Prepan - retro_max Base - prepan_skew Base - retro_skew Prepan - retro_skew Base - prepan_kurtosis Base - retro_kurtosis Prepan - retro_kurtosis
1                 27         -0.1101172         0.2846682         -0.06193155              0.6746143              2.470417               0.3779813
        Variable Min Max       Mean Median        SD        Skew  Kurtosis
1  Base - prepan -40  34 -8.0439560     -7 10.749154 -0.11011724 0.6746143
2   Base - retro -44  72  0.9100517      0  9.658776  0.28466820 2.4704171
3 Prepan - retro -30  27 -3.5058005     -3  9.301472 -0.06193155 0.3779813

Table for knitting ocir diff summary table

Variable Min Max Mean Median SD Skew Kurtosis
Base - prepan -40 34 -8.0439560 -7 10.749154 -0.1101172 0.6746143
Base - retro -44 72 0.9100517 0 9.658776 0.2846682 2.4704171
Prepan - retro -30 27 -3.5058005 -3 9.301472 -0.0619316 0.3779813

Long format

  ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical ocir.diff_score   Time_point
1  8   GLAD             Male            European  Depressive disorders              NA retro_prepan
2 10   GLAD           Female            European  Depressive disorders              NA retro_prepan
3 11   GLAD             Male            European  Depressive disorders              NA retro_prepan
4 13   GLAD           Female            European  Depressive disorders              NA retro_prepan
5 15   GLAD           Female            European  Depressive disorders              NA retro_prepan
6 20   GLAD           Female            European  Depressive disorders              NA retro_prepan
  ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical ocir.sum_score Time_point
1  8   GLAD             Male            European  Depressive disorders             NA     prepan
2 10   GLAD           Female            European  Depressive disorders             NA     prepan
3 11   GLAD             Male            European  Depressive disorders             NA     prepan
4 13   GLAD           Female            European  Depressive disorders             NA     prepan
5 15   GLAD           Female            European  Depressive disorders             NA     prepan
6 20   GLAD           Female            European  Depressive disorders             NA     prepan

Plots

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plot of chunk ocir plot retro_prepan diff

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Plots sum

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plot of chunk ocir percentage plot retro_prepan sum

Warning: Removed 81548 rows containing non-finite values (stat_bin).

plot of chunk ocir percentage plot retro_prepan sum resized

Violin plots

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 81548 rows containing non-finite values (stat_ydensity).
Warning: Removed 81548 rows containing non-finite values (stat_summary).
Warning: Removed 81548 rows containing missing values (geom_point).

plot of chunk ocir.sum violin plot

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 81548 rows containing non-finite values (stat_ydensity).
Warning: Removed 81548 rows containing non-finite values (stat_summary).
Warning: Removed 81548 rows containing missing values (geom_point).

plot of chunk ocir.sum violin plot Sample

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 81548 rows containing non-finite values (stat_ydensity).
Warning: Removed 81548 rows containing non-finite values (stat_summary).
Warning: Removed 81548 rows containing missing values (geom_point).

plot of chunk ocir.sum violin plot Sample GLAD EDGI combined

Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 81548 rows containing non-finite values (stat_ydensity).
Warning: Removed 81548 rows containing non-finite values (stat_summary).
Warning: Removed 81548 rows containing missing values (geom_point).

plot of chunk ocir.sum violin plot Disorder_hierarchical

++CH: Rank the disorders by the size of the change

PCL: Calculate the total GLAD, COPING, RAMP baseline

PCL

  Base - prepan_mean Base - prepan_sd Base - prepan_median Base - prepan_min Base - prepan_max Base - prepan_skew Base - prepan_kurtosis
1          0.2068164         5.666463                    0               -23                24        -0.07432746              0.6542706
       Variable Min Max      Mean Median       SD        Skew  Kurtosis
1 Base - prepan -23  24 0.2068164      0 5.666463 -0.07432746 0.6542706

Table for knitting pcl sum score summary table

Variable Min Max Mean Median SD Skew Kurtosis
Base - prepan -23 24 0.2068164 0 5.666463 -0.0743275 0.6542706
  Base - prepan_mean Base - prepan_sd Base - prepan_median Base - prepan_min Base - prepan_max Base - prepan_skew Base - prepan_kurtosis
1          0.2068164         5.666463                    0               -23                24        -0.07432746              0.6542706
  Variable Min Max     Mean Median       SD      Skew    Kurtosis
1     Base   6  30 12.33784     11 6.051631 0.9357645 -0.01527039
2   Prepan   6  30 15.63577     15 6.120978 0.3799305 -0.73869515

Table for knitting pcl diff summary table

Variable Min Max Mean Median SD Skew Kurtosis
Base 6 30 12.33784 11 6.051631 0.9357645 -0.0152704
Prepan 6 30 15.63577 15 6.120978 0.3799305 -0.7386952
  ID Sample Gender_collapsed Ethnicity_collapsed Disorder_hierarchical pcl.sum_score Time_point
1  8   GLAD             Male            European  Depressive disorders            18     prepan
2 10   GLAD           Female            European  Depressive disorders            22     prepan
3 11   GLAD             Male            European  Depressive disorders            11     prepan
4 13   GLAD           Female            European  Depressive disorders            15     prepan
5 15   GLAD           Female            European  Depressive disorders            16     prepan
6 20   GLAD           Female            European  Depressive disorders            16     prepan

For each item present percentages of how say that this is due to the pandemic

PCL Item Binary_score n prop n_prop
pcl.cut_people_feeling_distant_retro_numeric 0 5970 18.7 5970 (18.7%)
pcl.cut_people_feeling_distant_retro_numeric 1 15402 48.3 15402 (48.3%)
pcl.cut_people_feeling_distant_retro_numeric Missing 10512 33.0 10512 (33%)
pcl.difficulty_concentrating_retro_numeric 0 9916 31.1 9916 (31.1%)
pcl.difficulty_concentrating_retro_numeric 1 10289 32.3 10289 (32.3%)
pcl.difficulty_concentrating_retro_numeric Missing 11679 36.6 11679 (36.6%)
pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric 0 8756 27.5 8756 (27.5%)
pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric 1 9870 31.0 9870 (31%)
pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric Missing 13258 41.6 13258 (41.6%)
pcl.stressful_experience_repeated_images_retro_numeric 0 13112 41.1 13112 (41.1%)
pcl.stressful_experience_repeated_images_retro_numeric 1 2902 9.1 2902 (9.1%)
pcl.stressful_experience_repeated_images_retro_numeric Missing 15870 49.8 15870 (49.8%)
pcl.stressful_experience_upset_reminded_retro_numeric 0 13848 43.4 13848 (43.4%)
pcl.stressful_experience_upset_reminded_retro_numeric 1 3742 11.7 3742 (11.7%)
pcl.stressful_experience_upset_reminded_retro_numeric Missing 14294 44.8 14294 (44.8%)
pcl.stressful_situation_avoiding_activities_retro_numeric 0 9158 28.7 9158 (28.7%)
pcl.stressful_situation_avoiding_activities_retro_numeric 1 2465 7.7 2465 (7.7%)
pcl.stressful_situation_avoiding_activities_retro_numeric Missing 20261 63.5 20261 (63.5%)
# A tibble: 18 x 5
# Groups:   PCL Item [6]
   `PCL Item`                                                    Binary_score     n  prop n_prop       
   <chr>                                                         <fct>        <int> <dbl> <chr>        
 1 pcl.cut_people_feeling_distant_retro_numeric                  0             5970  18.7 5970 (18.7%) 
 2 pcl.cut_people_feeling_distant_retro_numeric                  1            15402  48.3 15402 (48.3%)
 3 pcl.cut_people_feeling_distant_retro_numeric                  Missing      10512  33   10512 (33%)  
 4 pcl.difficulty_concentrating_retro_numeric                    0             9916  31.1 9916 (31.1%) 
 5 pcl.difficulty_concentrating_retro_numeric                    1            10289  32.3 10289 (32.3%)
 6 pcl.difficulty_concentrating_retro_numeric                    Missing      11679  36.6 11679 (36.6%)
 7 pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric 0             8756  27.5 8756 (27.5%) 
 8 pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric 1             9870  31   9870 (31%)   
 9 pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric Missing      13258  41.6 13258 (41.6%)
10 pcl.stressful_experience_repeated_images_retro_numeric        0            13112  41.1 13112 (41.1%)
11 pcl.stressful_experience_repeated_images_retro_numeric        1             2902   9.1 2902 (9.1%)  
12 pcl.stressful_experience_repeated_images_retro_numeric        Missing      15870  49.8 15870 (49.8%)
13 pcl.stressful_experience_upset_reminded_retro_numeric         0            13848  43.4 13848 (43.4%)
14 pcl.stressful_experience_upset_reminded_retro_numeric         1             3742  11.7 3742 (11.7%) 
15 pcl.stressful_experience_upset_reminded_retro_numeric         Missing      14294  44.8 14294 (44.8%)
16 pcl.stressful_situation_avoiding_activities_retro_numeric     0             9158  28.7 9158 (28.7%) 
17 pcl.stressful_situation_avoiding_activities_retro_numeric     1             2465   7.7 2465 (7.7%)  
18 pcl.stressful_situation_avoiding_activities_retro_numeric     Missing      20261  63.5 20261 (63.5%)

Plots sum

Warning: Removed 43815 rows containing non-finite values (stat_bin).

plot of chunk pcl percentage plot retro_prepan sum

Warning: Removed 43815 rows containing non-finite values (stat_bin).

plot of chunk pcl percentage plot retro_prepan sum resized

Create subsets of data for analyses

Filter data frame to create 2 additional datasets. Additional exclusion criteria (beyond those listed above) are specified below:

  1. Retrospective - baseline change anlyses i. Exclude individuals missing retrospective and/or baseline data
  2. Prepandemic - baseline change analyses i. Exclude individuals missing pandemic and/or baseline data ii. Exclude individuals with prepandemic data collected after 1st March.

Retro-baseline analyses

[1] 23539   641

Prepan-baseline analyses Exclude individuals with NA for MHD, age, gender; exclude if prepan data collected after 1 March

[1] 11230   641

Prepan-baseline analyses Exclude individuals with NA for MHD, age, gender; exclude if prepan data collected after 1 March (to ensure comparability with prepan analyses)

[1] 9745  641

age2 sensitivity Exclude individuals with NA for continuous Age variable

[1] 24816   641
[1] 17092   641
[1] 11230   641

Sensitivity analysis for individuals who signed up to GLAD (prepan) either 3, 6 or 9 months before the pendemic began.

  1. Regression models (Regress covariates out of the change? Which?) i. Model 0: Disorders ii. Model 1: Model 0 + Sex + Age + Ethnicity + Time registration and baseline

  2. Re-calculate change

  3. Re-rank the change again

  4. PCL: i. Calculate the total GLAD, COPING, RAMP baseline ii. For each item: a. present percentages of how say that this is due to the pandemic b. Calculate a variable PCL pandemic score c. If one item is highly endorsed due to pandemic -> exclude in sensitivity analysis

2. Regression

Regress covariates out of the change? Which?

Model naming conventions: 0 - unadjusted 1 - adjusted 2 - adjusted with age2 a - hierarchical disorders b - overlapping disorder categories

++MD: We may want to exclude disorders from Model b that aren't including in the hierarchy (e.g. ADHD, ASD)

Functions

GAD baseline, not controlling for prior symptoms

Model 0a: Disorder_hierarchical, Unadjusted

#SB Hashing out this chunk of code as it is not included in our final analysis and is currently breaking the code.

# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            2.48     2.38         2.57        0.05  0.00e+00 
2 Anxiety disorders    4.13     3.88         4.39        0.13  5.84e-217
3 Eating disorders     3.76     2.94         4.58        0.42  3.03e-19 
4 OCDs                 6.52     5.85         7.19        0.34  1.26e-80 
5 PTSD                 4.97     4.31         5.64        0.34  3.36e-48 
6 Depressive disorders 5.76     5.63         5.88        0.06  0.00e+00 
7 Bipolar disorders    7.40     7.08         7.72        0.16  0.00e+00 
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31331 0.22  0.22         1503.62 0.00e+00      6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.67 2.59 2.76 0.04 0.00e+00
Depressive and anxiety disorder 5.63 5.50 5.77 0.07 0.00e+00
Only depressive disorder 2.08 1.90 2.25 0.09 4.32e-117
Only anxiety disorder 4.03 3.81 4.26 0.11 1.97e-264
Eating disorders 1.46 1.22 1.69 0.12 1.10e-33
OCDs 1.94 1.71 2.17 0.12 8.53e-63
Psychotic and bipolar disorder 0.38 -0.26 1.02 0.33 0.24
Only psychotic disorder 0.35 -0.20 0.90 0.28 0.21
Only bipolar disorder 0.46 0.11 0.80 0.18 0.009
PTSD 1.56 1.35 1.77 0.11 2.35e-48
ASD 2.18 1.77 2.59 0.21 1.80e-25
ADHD 1.17 0.63 1.71 0.28 2.36e-05
Personality disorder 2.19 1.89 2.49 0.15 5.79e-46
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       2.67     " 2.59"      2.76        0.04  0.00e+00 
 2 Depressive and anxiety disorder 5.63     " 5.50"      5.77        0.07  0.00e+00 
 3 Only depressive disorder        2.08     " 1.90"      2.25        0.09  4.32e-117
 4 Only anxiety disorder           4.03     " 3.81"      4.26        0.11  1.97e-264
 5 Eating disorders                1.46     " 1.22"      1.69        0.12  1.10e-33 
 6 OCDs                            1.94     " 1.71"      2.17        0.12  8.53e-63 
 7 Psychotic and bipolar disorder  0.38     "-0.26"      1.02        0.33  0.24     
 8 Only psychotic disorder         0.35     "-0.20"      0.90        0.28  0.21     
 9 Only bipolar disorder           0.46     " 0.11"      0.80        0.18  0.009    
10 PTSD                            1.56     " 1.35"      1.77        0.11  2.35e-48 
11 ASD                             2.18     " 1.77"      2.59        0.21  1.80e-25 
12 ADHD                            1.17     " 0.63"      1.71        0.28  2.36e-05 
13 Personality disorder            2.19     " 1.89"      2.49        0.15  5.79e-46 
n R2 adjust. R2 F p value df
31331 0.22 0.22 1503.62 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31331 0.22  0.22         1503.62 0.00e+00      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.67 5.38 5.96 0.15 9.14e-313
Anxiety disorders 2.96 2.70 3.22 0.13 1.10e-109
Eating disorders 2.10 1.30 2.91 0.41 3.42e-07
OCDs 4.01 3.35 4.67 0.34 1.26e-32
PTSD 3.96 3.30 4.63 0.34 2.24e-31
Depressive disorders 4.53 4.39 4.66 0.07 0.00e+00
Bipolar disorders 6.08 5.76 6.39 0.16 1.26e-299
Female 1.00 0.86 1.14 0.07 3.17e-44
Non-binary/Self-defined 1.60 1.04 2.16 0.29 2.64e-08
age_category_collapsed_reordered16-18 3.23 2.85 3.60 0.19 1.44e-63
19-25 years 1.74 1.48 2.00 0.13 9.41e-40
36-45 years -0.84 -1.05 -0.62 0.11 2.78e-14
46-55 years -1.57 -1.77 -1.37 0.10 1.41e-53
56-65 years -2.60 -2.80 -2.40 0.10 4.06e-145
66-70 years -3.58 -3.83 -3.33 0.13 5.63e-169
71-75 years -3.78 -4.07 -3.49 0.15 6.57e-143
76+ years -3.69 -4.13 -3.25 0.22 2.30e-60
Mixed or multiple ethnic origins 0.04 -0.41 0.49 0.23 0.85
Asian or Asian British -0.31 -0.86 0.23 0.28 0.26
African or African British -0.25 -1.18 0.68 0.47 0.59
Other ethnicity 0.97 0.15 1.80 0.42 0.02
Time difference: Lockdown to baseline -0.24 -0.27 -0.21 0.02 1.66e-55
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " 5.67"  " 5.38"      " 5.96"     0.15  9.14e-313
 2 Anxiety disorders                     " 2.96"  " 2.70"      " 3.22"     0.13  1.10e-109
 3 Eating disorders                      " 2.10"  " 1.30"      " 2.91"     0.41  3.42e-07 
 4 OCDs                                  " 4.01"  " 3.35"      " 4.67"     0.34  1.26e-32 
 5 PTSD                                  " 3.96"  " 3.30"      " 4.63"     0.34  2.24e-31 
 6 Depressive disorders                  " 4.53"  " 4.39"      " 4.66"     0.07  0.00e+00 
 7 Bipolar disorders                     " 6.08"  " 5.76"      " 6.39"     0.16  1.26e-299
 8 Female                                " 1.00"  " 0.86"      " 1.14"     0.07  3.17e-44 
 9 Non-binary/Self-defined               " 1.60"  " 1.04"      " 2.16"     0.29  2.64e-08 
10 age_category_collapsed_reordered16-18 " 3.23"  " 2.85"      " 3.60"     0.19  1.44e-63 
# … with 12 more rows
n R2 adjust. R2 F p value df
31331 0.22 0.22 1503.62 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31331 0.22  0.22         1503.62 0.00e+00      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.57 5.28 5.85 0.14 2.40e-317
Depressive and anxiety disorder 4.60 4.46 4.75 0.07 0.00e+00
Only depressive disorder 1.81 1.63 1.99 0.09 2.60e-83
Only anxiety disorder 3.05 2.82 3.28 0.12 6.22e-145
Eating disorders 0.90 0.67 1.13 0.12 3.61e-14
OCDs 1.45 1.23 1.67 0.11 5.23e-37
Psychotic and bipolar disorder 0.74 0.11 1.37 0.32 0.02
Only psychotic disorder 0.51 -0.03 1.05 0.27 0.06
Only bipolar disorder 0.65 0.31 0.99 0.17 1.79e-04
PTSD 1.58 1.38 1.79 0.11 1.05e-50
ASD 1.31 0.90 1.71 0.21 2.89e-10
ADHD 0.46 -0.08 0.99 0.27 0.09
Personality disorder 1.82 1.52 2.11 0.15 2.55e-33
Female 0.94 0.81 1.08 0.07 1.36e-42
Non-binary/Self-defined 0.69 0.15 1.23 0.28 0.01
age_category_collapsed_reordered16-18 3.33 2.98 3.68 0.18 7.57e-76
19-25 years 1.61 1.36 1.86 0.13 2.50e-37
36-45 years -0.64 -0.85 -0.44 0.11 1.15e-09
46-55 years -1.15 -1.35 -0.96 0.10 8.01e-32
56-65 years -2.02 -2.21 -1.83 0.10 7.82e-93
66-70 years -2.98 -3.23 -2.73 0.13 1.70e-120
71-75 years -3.19 -3.47 -2.90 0.15 6.34e-106
76+ years -3.08 -3.50 -2.65 0.22 1.24e-45
Mixed or multiple ethnic origins 0.10 -0.33 0.53 0.22 0.66
Asian or Asian British 0.16 -0.36 0.67 0.26 0.55
African or African British -0.17 -1.05 0.71 0.45 0.71
Other ethnicity 0.74 -0.05 1.52 0.40 0.06
Key worker -0.35 -0.47 -0.22 0.06 4.42e-08
Time difference: Lockdown to baseline -0.25 -0.27 -0.22 0.01 1.60e-65
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.57"  " 5.28"      " 5.85"     0.14  2.40e-317
 2 Depressive and anxiety disorder " 4.60"  " 4.46"      " 4.75"     0.07  0.00e+00 
 3 Only depressive disorder        " 1.81"  " 1.63"      " 1.99"     0.09  2.60e-83 
 4 Only anxiety disorder           " 3.05"  " 2.82"      " 3.28"     0.12  6.22e-145
 5 Eating disorders                " 0.90"  " 0.67"      " 1.13"     0.12  3.61e-14 
 6 OCDs                            " 1.45"  " 1.23"      " 1.67"     0.11  5.23e-37 
 7 Psychotic and bipolar disorder  " 0.74"  " 0.11"      " 1.37"     0.32  0.02     
 8 Only psychotic disorder         " 0.51"  "-0.03"      " 1.05"     0.27  0.06     
 9 Only bipolar disorder           " 0.65"  " 0.31"      " 0.99"     0.17  1.79e-04 
10 PTSD                            " 1.58"  " 1.38"      " 1.79"     0.11  1.05e-50 
# … with 19 more rows
n R2 adjust. R2 F p value df
31331 0.22 0.22 1503.62 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31331 0.22  0.22         1503.62 0.00e+00      6

Model 2a: Disorder hierarchical, Adjusted with Age2

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.78 1.48 2.09 0.16 4.29e-30
Anxiety disorders 2.79 2.49 3.10 0.15 3.88e-72
Eating disorders 2.27 1.33 3.20 0.48 2.04e-06
OCDs 4.46 3.65 5.26 0.41 3.29e-27
PTSD 4.24 3.37 5.12 0.45 2.15e-21
Depressive disorders 4.80 4.64 4.95 0.08 0.00e+00
Bipolar disorders 6.26 5.92 6.60 0.17 6.20e-274
Female 0.71 0.56 0.86 0.08 2.18e-20
Non-binary/Self-defined 1.44 0.84 2.05 0.31 2.84e-06
Age -248.64 -259.74 -237.54 5.66 0.00e+00
Age2 29.43 19.41 39.45 5.11 8.72e-09
Mixed or multiple ethnic origins 0.03 -0.46 0.53 0.25 0.90
Asian or Asian British -0.06 -0.71 0.60 0.33 0.87
African or African British 0.02 -1.01 1.06 0.53 0.96
Other ethnicity 1.44 0.51 2.38 0.48 0.002
Time difference: Lockdown to baseline 0.04 0.00 0.08 0.02 0.03
# A tibble: 16 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "   1.78" "   1.48"    "   2.09"   0.16  4.29e-30 
 2 Anxiety disorders                     "   2.79" "   2.49"    "   3.10"   0.15  3.88e-72 
 3 Eating disorders                      "   2.27" "   1.33"    "   3.20"   0.48  2.04e-06 
 4 OCDs                                  "   4.46" "   3.65"    "   5.26"   0.41  3.29e-27 
 5 PTSD                                  "   4.24" "   3.37"    "   5.12"   0.45  2.15e-21 
 6 Depressive disorders                  "   4.80" "   4.64"    "   4.95"   0.08  0.00e+00 
 7 Bipolar disorders                     "   6.26" "   5.92"    "   6.60"   0.17  6.20e-274
 8 Female                                "   0.71" "   0.56"    "   0.86"   0.08  2.18e-20 
 9 Non-binary/Self-defined               "   1.44" "   0.84"    "   2.05"   0.31  2.84e-06 
10 Age                                   "-248.64" "-259.74"    "-237.54"   5.66  0.00e+00 
11 Age^2                                 "  29.43" "  19.41"    "  39.45"   5.11  8.72e-09 
12 Mixed or multiple ethnic origins      "   0.03" "  -0.46"    "   0.53"   0.25  0.90     
13 Asian or Asian British                "  -0.06" "  -0.71"    "   0.60"   0.33  0.87     
14 African or African British            "   0.02" "  -1.01"    "   1.06"   0.53  0.96     
15 Other ethnicity                       "   1.44" "   0.51"    "   2.38"   0.48  0.002    
16 Time difference: Lockdown to baseline "   0.04" "   0.00"    "   0.08"   0.02  0.03     
n R2 adjust. R2 F p value df
24462 0.27 0.27 1541.15 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 24462 0.27  0.27         1541.15 0.00e+00      6

Model 2b: Disorder hierarchical, Adjusted with Age2

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.86 1.56 2.15 0.15 1.11e-34
Depressive and anxiety disorder 4.91 4.75 5.07 0.08 0.00e+00
Only depressive disorder 1.98 1.78 2.19 0.10 8.03e-79
Only anxiety disorder 3.02 2.75 3.29 0.14 1.46e-104
Eating disorders 1.09 0.84 1.34 0.13 2.20e-17
OCDs 1.38 1.13 1.62 0.12 8.44e-29
Psychotic and bipolar disorder 0.44 -0.27 1.15 0.36 0.23
Only psychotic disorder 0.48 -0.10 1.06 0.30 0.10
Only bipolar disorder 0.64 0.29 0.99 0.18 3.50e-04
PTSD 1.69 1.47 1.92 0.11 3.91e-49
ASD 1.25 0.78 1.71 0.24 1.44e-07
ADHD 0.25 -0.37 0.87 0.32 0.43
Personality disorder 1.75 1.43 2.06 0.16 4.68e-27
Female 0.60 0.45 0.74 0.07 3.60e-16
Non-binary/Self-defined 0.55 -0.03 1.12 0.30 0.07
Age -209.28 -220.39 -198.16 5.67 3.08e-289
Age2 19.55 9.65 29.45 5.05 1.09e-04
Mixed or multiple ethnic origins 0.00 -0.47 0.48 0.24 0.99
Asian or Asian British 0.34 -0.28 0.95 0.31 0.28
African or African British 0.03 -0.95 1.01 0.50 0.96
Other ethnicity 1.05 0.16 1.93 0.45 0.02
Key worker -0.35 -0.48 -0.22 0.07 2.70e-07
Time difference: Lockdown to baseline 0.05 0.02 0.09 0.02 0.004
# A tibble: 23 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "   1.86" "   1.56"    "   2.15"   0.15  1.11e-34 
 2 Depressive and anxiety disorder "   4.91" "   4.75"    "   5.07"   0.08  0.00e+00 
 3 Only depressive disorder        "   1.98" "   1.78"    "   2.19"   0.10  8.03e-79 
 4 Only anxiety disorder           "   3.02" "   2.75"    "   3.29"   0.14  1.46e-104
 5 Eating disorders                "   1.09" "   0.84"    "   1.34"   0.13  2.20e-17 
 6 OCDs                            "   1.38" "   1.13"    "   1.62"   0.12  8.44e-29 
 7 Psychotic and bipolar disorder  "   0.44" "  -0.27"    "   1.15"   0.36  0.23     
 8 Only psychotic disorder         "   0.48" "  -0.10"    "   1.06"   0.30  0.10     
 9 Only bipolar disorder           "   0.64" "   0.29"    "   0.99"   0.18  3.50e-04 
10 PTSD                            "   1.69" "   1.47"    "   1.92"   0.11  3.91e-49 
# … with 13 more rows
n R2 adjust. R2 F p value df
24462 0.27 0.27 1541.15 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 24462 0.27  0.27         1541.15 0.00e+00      6

GAD prepan

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.16 -2.09 -0.22 0.48 0.02
Anxiety disorders 0.19 -0.84 1.22 0.53 0.72
Eating disorders -0.57 -2.60 1.47 1.04 0.59
OCDs -0.14 -1.55 1.26 0.72 0.84
PTSD -0.06 -1.68 1.57 0.83 0.95
Depressive disorders 0.85 -0.09 1.79 0.48 0.08
Bipolar disorders 0.80 -0.21 1.81 0.52 0.12
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            "-1.16"  -2.09        "-0.22"     0.48  0.02     
2 Anxiety disorders    " 0.19"  -0.84        " 1.22"     0.53  0.72     
3 Eating disorders     "-0.57"  -2.60        " 1.47"     1.04  0.59     
4 OCDs                 "-0.14"  -1.55        " 1.26"     0.72  0.84     
5 PTSD                 "-0.06"  -1.68        " 1.57"     0.83  0.95     
6 Depressive disorders " 0.85"  -0.09        " 1.79"     0.48  0.08     
7 Bipolar disorders    " 0.80"  -0.21        " 1.81"     0.52  0.12     
n R2 adjust. R2 F p value df
11144 0.00 0.00 2.98 0.007 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11144 0.00  0.00         2.98  0.007         6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -0.83 -1.51 -0.16 0.34 0.02
Depressive and anxiety disorder 0.45 -0.24 1.13 0.35 0.20
Only depressive disorder 0.98 0.24 1.72 0.38 0.009
Only anxiety disorder -0.24 -1.01 0.53 0.40 0.54
Eating disorders 0.18 -0.15 0.51 0.17 0.29
OCDs -0.26 -0.57 0.05 0.16 0.11
Psychotic and bipolar disorder -0.51 -1.42 0.39 0.46 0.27
Only psychotic disorder 0.76 0.00 1.52 0.39 0.05
Only bipolar disorder 0.20 -0.26 0.65 0.23 0.40
PTSD 0.14 -0.16 0.43 0.15 0.36
ASD 0.16 -0.44 0.76 0.31 0.61
ADHD -0.74 -1.56 0.09 0.42 0.08
Personality disorder -0.16 -0.57 0.24 0.21 0.43
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-0.83"  "-1.51"      "-0.16"     0.34  0.02     
 2 Depressive and anxiety disorder " 0.45"  "-0.24"      " 1.13"     0.35  0.20     
 3 Only depressive disorder        " 0.98"  " 0.24"      " 1.72"     0.38  0.009    
 4 Only anxiety disorder           "-0.24"  "-1.01"      " 0.53"     0.40  0.54     
 5 Eating disorders                " 0.18"  "-0.15"      " 0.51"     0.17  0.29     
 6 OCDs                            "-0.26"  "-0.57"      " 0.05"     0.16  0.11     
 7 Psychotic and bipolar disorder  "-0.51"  "-1.42"      " 0.39"     0.46  0.27     
 8 Only psychotic disorder         " 0.76"  " 0.00"      " 1.52"     0.39  0.05     
 9 Only bipolar disorder           " 0.20"  "-0.26"      " 0.65"     0.23  0.40     
10 PTSD                            " 0.14"  "-0.16"      " 0.43"     0.15  0.36     
11 ASD                             " 0.16"  "-0.44"      " 0.76"     0.31  0.61     
12 ADHD                            "-0.74"  "-1.56"      " 0.09"     0.42  0.08     
13 Personality disorder            "-0.16"  "-0.57"      " 0.24"     0.21  0.43     
n R2 adjust. R2 F p value df
11144 0.00 0.00 2.98 0.007 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11144 0.00  0.00         2.98  0.007         6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.46 -2.56 -0.37 0.56 0.009
Anxiety disorders 0.13 -0.91 1.16 0.53 0.81
Eating disorders -0.72 -2.75 1.32 1.04 0.49
OCDs -0.24 -1.65 1.16 0.72 0.74
PTSD -0.21 -1.85 1.43 0.84 0.80
Depressive disorders 0.75 -0.19 1.69 0.48 0.12
Bipolar disorders 0.76 -0.26 1.77 0.52 0.14
Female 0.49 0.21 0.77 0.14 5.29e-04
Non-binary/Self-defined 0.42 -0.37 1.22 0.40 0.29
age_category_collapsed_reordered16-18 -0.50 -1.16 0.17 0.34 0.14
19-25 years 0.04 -0.32 0.40 0.18 0.84
36-45 years 0.16 -0.16 0.48 0.16 0.33
46-55 years -0.03 -0.34 0.28 0.16 0.86
56-65 years 0.16 -0.19 0.50 0.18 0.37
66-70 years -0.24 -0.85 0.36 0.31 0.43
71-75 years -0.31 -1.12 0.49 0.41 0.44
76+ years 0.43 -1.13 1.99 0.80 0.59
Mixed or multiple ethnic origins 0.30 -0.42 1.01 0.37 0.42
Asian or Asian British -0.25 -1.41 0.92 0.60 0.68
African or African British -1.25 -3.01 0.51 0.90 0.16
Other ethnicity 0.04 -1.08 1.17 0.57 0.94
Time difference: Lockdown to baseline 0.00 -0.07 0.06 0.03 0.89
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "-1.46"  "-2.56"      "-0.37"     0.56  0.009    
 2 Anxiety disorders                     " 0.13"  "-0.91"      " 1.16"     0.53  0.81     
 3 Eating disorders                      "-0.72"  "-2.75"      " 1.32"     1.04  0.49     
 4 OCDs                                  "-0.24"  "-1.65"      " 1.16"     0.72  0.74     
 5 PTSD                                  "-0.21"  "-1.85"      " 1.43"     0.84  0.80     
 6 Depressive disorders                  " 0.75"  "-0.19"      " 1.69"     0.48  0.12     
 7 Bipolar disorders                     " 0.76"  "-0.26"      " 1.77"     0.52  0.14     
 8 Female                                " 0.49"  " 0.21"      " 0.77"     0.14  5.29e-04 
 9 Non-binary/Self-defined               " 0.42"  "-0.37"      " 1.22"     0.40  0.29     
10 age_category_collapsed_reordered16-18 "-0.50"  "-1.16"      " 0.17"     0.34  0.14     
# … with 12 more rows
n R2 adjust. R2 F p value df
11144 0.00 0.00 2.98 0.007 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11144 0.00  0.00         2.98  0.007         6

Model 1b: Overlapping disorders, Adjusted

Model 1b + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.18 -2.07 -0.29 0.46 0.010
Depressive and anxiety disorder 0.38 -0.31 1.08 0.35 0.27
Only depressive disorder 0.92 0.18 1.67 0.38 0.02
Only anxiety disorder -0.29 -1.07 0.49 0.40 0.47
Eating disorders 0.14 -0.20 0.47 0.17 0.42
OCDs -0.26 -0.58 0.05 0.16 0.10
Psychotic and bipolar disorder -0.40 -1.31 0.52 0.47 0.39
Only psychotic disorder 0.79 0.02 1.55 0.39 0.04
Only bipolar disorder 0.29 -0.17 0.74 0.23 0.22
PTSD 0.11 -0.18 0.41 0.15 0.46
ASD 0.25 -0.36 0.87 0.31 0.42
ADHD -0.72 -1.55 0.11 0.42 0.09
Personality disorder -0.19 -0.60 0.22 0.21 0.36
Female 0.46 0.18 0.74 0.14 0.001
Non-binary/Self-defined 0.46 -0.33 1.25 0.40 0.26
age_category_collapsed_reordered16-18 -0.49 -1.15 0.17 0.34 0.15
19-25 years 0.04 -0.32 0.41 0.18 0.81
36-45 years 0.12 -0.20 0.43 0.16 0.47
46-55 years -0.09 -0.40 0.22 0.16 0.55
56-65 years 0.09 -0.26 0.44 0.18 0.62
66-70 years -0.33 -0.94 0.28 0.31 0.29
71-75 years -0.30 -1.11 0.51 0.41 0.47
76+ years 0.38 -1.19 1.94 0.80 0.64
Mixed or multiple ethnic origins 0.32 -0.40 1.04 0.37 0.39
Asian or Asian British -0.18 -1.35 0.98 0.60 0.76
African or African British -1.18 -2.94 0.58 0.90 0.19
Other ethnicity -0.06 -1.17 1.04 0.56 0.91
Key worker 0.17 -0.05 0.39 0.11 0.12
Time difference: Lockdown to baseline -0.01 -0.07 0.06 0.03 0.85
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-1.18"  "-2.07"      "-0.29"     0.46  0.010    
 2 Depressive and anxiety disorder " 0.38"  "-0.31"      " 1.08"     0.35  0.27     
 3 Only depressive disorder        " 0.92"  " 0.18"      " 1.67"     0.38  0.02     
 4 Only anxiety disorder           "-0.29"  "-1.07"      " 0.49"     0.40  0.47     
 5 Eating disorders                " 0.14"  "-0.20"      " 0.47"     0.17  0.42     
 6 OCDs                            "-0.26"  "-0.58"      " 0.05"     0.16  0.10     
 7 Psychotic and bipolar disorder  "-0.40"  "-1.31"      " 0.52"     0.47  0.39     
 8 Only psychotic disorder         " 0.79"  " 0.02"      " 1.55"     0.39  0.04     
 9 Only bipolar disorder           " 0.29"  "-0.17"      " 0.74"     0.23  0.22     
10 PTSD                            " 0.11"  "-0.18"      " 0.41"     0.15  0.46     
# … with 19 more rows
n R2 adjust. R2 F p value df
11144 0.00 0.00 2.98 0.007 6

Model 2a: Disorder hierarchical, Adjusted with Age2

Model 0a + Gender_collapsed + age2+ Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.44 -2.51 -0.36 0.55 0.009
Anxiety disorders 0.13 -0.90 1.17 0.53 0.80
Eating disorders -0.70 -2.74 1.33 1.04 0.50
OCDs -0.23 -1.64 1.17 0.72 0.75
PTSD -0.19 -1.83 1.45 0.84 0.82
Depressive disorders 0.76 -0.18 1.71 0.48 0.11
Bipolar disorders 0.76 -0.26 1.78 0.52 0.14
Female 0.49 0.21 0.77 0.14 5.24e-04
Non-binary/Self-defined 0.43 -0.37 1.22 0.40 0.29
Age 0.90 -10.29 12.09 5.71 0.87
Age2 -9.06 -20.02 1.89 5.59 0.10
Mixed or multiple ethnic origins 0.30 -0.42 1.02 0.37 0.42
Asian or Asian British -0.25 -1.42 0.92 0.60 0.67
African or African British -1.26 -3.02 0.50 0.90 0.16
Other ethnicity 0.04 -1.08 1.16 0.57 0.95
Time difference: Lockdown to baseline -0.01 -0.07 0.06 0.03 0.85
# A tibble: 16 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "-1.44"  " -2.51"     "-0.36"     0.55  0.009    
 2 Anxiety disorders                     " 0.13"  " -0.90"     " 1.17"     0.53  0.80     
 3 Eating disorders                      "-0.70"  " -2.74"     " 1.33"     1.04  0.50     
 4 OCDs                                  "-0.23"  " -1.64"     " 1.17"     0.72  0.75     
 5 PTSD                                  "-0.19"  " -1.83"     " 1.45"     0.84  0.82     
 6 Depressive disorders                  " 0.76"  " -0.18"     " 1.71"     0.48  0.11     
 7 Bipolar disorders                     " 0.76"  " -0.26"     " 1.78"     0.52  0.14     
 8 Female                                " 0.49"  "  0.21"     " 0.77"     0.14  5.24e-04 
 9 Non-binary/Self-defined               " 0.43"  " -0.37"     " 1.22"     0.40  0.29     
10 Age                                   " 0.90"  "-10.29"     "12.09"     5.71  0.87     
11 Age^2                                 "-9.06"  "-20.02"     " 1.89"     5.59  0.10     
12 Mixed or multiple ethnic origins      " 0.30"  " -0.42"     " 1.02"     0.37  0.42     
13 Asian or Asian British                "-0.25"  " -1.42"     " 0.92"     0.60  0.67     
14 African or African British            "-1.26"  " -3.02"     " 0.50"     0.90  0.16     
15 Other ethnicity                       " 0.04"  " -1.08"     " 1.16"     0.57  0.95     
16 Time difference: Lockdown to baseline "-0.01"  " -0.07"     " 0.06"     0.03  0.85     
n R2 adjust. R2 F p value df
11144 0.00 0.00 2.98 0.007 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11144 0.00  0.00         2.98  0.007         6

Model 2b: Overlapping disorders, Adjusted with Age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.19 -2.06 -0.33 0.44 0.007
Depressive and anxiety disorder 0.41 -0.28 1.10 0.35 0.25
Only depressive disorder 0.95 0.21 1.70 0.38 0.01
Only anxiety disorder -0.27 -1.05 0.51 0.40 0.50
Eating disorders 0.13 -0.20 0.47 0.17 0.44
OCDs -0.26 -0.58 0.05 0.16 0.10
Psychotic and bipolar disorder -0.41 -1.32 0.50 0.47 0.38
Only psychotic disorder 0.79 0.03 1.55 0.39 0.04
Only bipolar disorder 0.28 -0.17 0.74 0.23 0.23
PTSD 0.10 -0.19 0.40 0.15 0.50
ASD 0.24 -0.37 0.85 0.31 0.44
ADHD -0.72 -1.55 0.10 0.42 0.09
Personality disorder -0.18 -0.59 0.23 0.21 0.39
Female 0.46 0.18 0.74 0.14 0.001
Non-binary/Self-defined 0.46 -0.33 1.25 0.40 0.25
Age -2.04 -13.45 9.36 5.82 0.73
Age2 -8.20 -19.49 3.09 5.76 0.15
Mixed or multiple ethnic origins 0.32 -0.40 1.04 0.37 0.38
Asian or Asian British -0.19 -1.36 0.98 0.60 0.75
African or African British -1.19 -2.95 0.57 0.90 0.18
Other ethnicity -0.06 -1.17 1.04 0.56 0.91
Key worker 0.16 -0.06 0.38 0.11 0.15
Time difference: Lockdown to baseline -0.01 -0.07 0.06 0.03 0.81
# A tibble: 23 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-1.19"  " -2.06"     "-0.33"     0.44  0.007    
 2 Depressive and anxiety disorder " 0.41"  " -0.28"     " 1.10"     0.35  0.25     
 3 Only depressive disorder        " 0.95"  "  0.21"     " 1.70"     0.38  0.01     
 4 Only anxiety disorder           "-0.27"  " -1.05"     " 0.51"     0.40  0.50     
 5 Eating disorders                " 0.13"  " -0.20"     " 0.47"     0.17  0.44     
 6 OCDs                            "-0.26"  " -0.58"     " 0.05"     0.16  0.10     
 7 Psychotic and bipolar disorder  "-0.41"  " -1.32"     " 0.50"     0.47  0.38     
 8 Only psychotic disorder         " 0.79"  "  0.03"     " 1.55"     0.39  0.04     
 9 Only bipolar disorder           " 0.28"  " -0.17"     " 0.74"     0.23  0.23     
10 PTSD                            " 0.10"  " -0.19"     " 0.40"     0.15  0.50     
# … with 13 more rows
n R2 adjust. R2 F p value df
11144 0.00 0.00 2.98 0.007 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11144 0.00  0.00         2.98  0.007         6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.25 1.42 3.07 0.42 9.22e-08
gad.sum_score_prepan 0.55 0.53 0.56 0.01 0.00e+00
Anxiety disorders 0.59 -0.31 1.49 0.46 0.20
Eating disorders 0.79 -0.98 2.57 0.91 0.38
OCDs 1.42 0.19 2.65 0.63 0.02
PTSD 1.15 -0.27 2.57 0.73 0.11
Depressive disorders 1.51 0.68 2.33 0.42 3.39e-04
Bipolar disorders 1.86 0.98 2.75 0.45 3.80e-05
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            2.25     " 1.42"      3.07        0.42  9.22e-08 
2 gad.sum_score_prepan 0.55     " 0.53"      0.56        0.01  0.00e+00 
3 Anxiety disorders    0.59     "-0.31"      1.49        0.46  0.20     
4 Eating disorders     0.79     "-0.98"      2.57        0.91  0.38     
5 OCDs                 1.42     " 0.19"      2.65        0.63  0.02     
6 PTSD                 1.15     "-0.27"      2.57        0.73  0.11     
7 Depressive disorders 1.51     " 0.68"      2.33        0.42  3.39e-04 
8 Bipolar disorders    1.86     " 0.98"      2.75        0.45  3.80e-05 
n R2 adjust. R2 F p value df
11144 0.32 0.32 743.84 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 11144 0.32  0.32         743.84 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.98 2.38 3.58 0.30 1.34e-22
gad.sum_score_prepan 0.52 0.50 0.53 0.01 0.00e+00
Depressive and anxiety disorder 0.83 0.23 1.42 0.30 0.006
Only depressive disorder -0.24 -0.88 0.40 0.33 0.47
Only anxiety disorder 0.11 -0.56 0.78 0.34 0.76
Eating disorders 0.73 0.44 1.02 0.15 6.17e-07
OCDs 0.61 0.34 0.88 0.14 1.08e-05
Psychotic and bipolar disorder -0.53 -1.31 0.26 0.40 0.19
Only psychotic disorder 0.39 -0.27 1.05 0.34 0.24
Only bipolar disorder 0.17 -0.23 0.56 0.20 0.41
PTSD 0.75 0.50 1.01 0.13 5.96e-09
ASD 0.90 0.38 1.42 0.27 7.08e-04
ADHD -0.13 -0.84 0.59 0.36 0.73
Personality disorder 0.92 0.56 1.27 0.18 3.95e-07
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.98"  " 2.38"      3.58        0.30  1.34e-22 
 2 gad.sum_score_prepan            " 0.52"  " 0.50"      0.53        0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.83"  " 0.23"      1.42        0.30  0.006    
 4 Only depressive disorder        "-0.24"  "-0.88"      0.40        0.33  0.47     
 5 Only anxiety disorder           " 0.11"  "-0.56"      0.78        0.34  0.76     
 6 Eating disorders                " 0.73"  " 0.44"      1.02        0.15  6.17e-07 
 7 OCDs                            " 0.61"  " 0.34"      0.88        0.14  1.08e-05 
 8 Psychotic and bipolar disorder  "-0.53"  "-1.31"      0.26        0.40  0.19     
 9 Only psychotic disorder         " 0.39"  "-0.27"      1.05        0.34  0.24     
10 Only bipolar disorder           " 0.17"  "-0.23"      0.56        0.20  0.41     
11 PTSD                            " 0.75"  " 0.50"      1.01        0.13  5.96e-09 
12 ASD                             " 0.90"  " 0.38"      1.42        0.27  7.08e-04 
13 ADHD                            "-0.13"  "-0.84"      0.59        0.36  0.73     
14 Personality disorder            " 0.92"  " 0.56"      1.27        0.18  3.95e-07 
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.44 1.48 3.41 0.49 7.57e-07
gad.sum_score_prepan 0.52 0.50 0.53 0.01 0.00e+00
Anxiety disorders 0.56 -0.34 1.46 0.46 0.22
Eating disorders 0.67 -1.09 2.44 0.90 0.45
OCDs 1.21 -0.01 2.43 0.62 0.05
PTSD 1.42 0.00 2.84 0.73 0.05
Depressive disorders 1.61 0.79 2.43 0.42 1.29e-04
Bipolar disorders 2.08 1.20 2.97 0.45 4.22e-06
Female 0.52 0.28 0.76 0.12 2.04e-05
Non-binary/Self-defined 0.81 0.13 1.50 0.35 0.02
age_category_collapsed_reordered16-18 0.95 0.37 1.54 0.30 0.001
19-25 years 0.73 0.41 1.04 0.16 5.96e-06
36-45 years -0.18 -0.45 0.10 0.14 0.20
46-55 years -0.51 -0.77 -0.24 0.14 2.06e-04
56-65 years -1.00 -1.30 -0.70 0.15 1.02e-10
66-70 years -2.05 -2.58 -1.52 0.27 5.10e-14
71-75 years -2.35 -3.06 -1.65 0.36 6.05e-11
76+ years -1.76 -3.12 -0.41 0.69 0.01
Mixed or multiple ethnic origins 0.08 -0.55 0.71 0.32 0.80
Asian or Asian British -0.16 -1.18 0.85 0.52 0.75
African or African British -0.47 -1.99 1.05 0.78 0.55
Other ethnicity 0.50 -0.48 1.47 0.50 0.32
Key worker -0.33 -0.52 -0.15 0.10 5.01e-04
Time difference: Lockdown to baseline 0.00 -0.06 0.05 0.03 0.92
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 2.44"  " 1.48"      " 3.41"     0.49  7.57e-07 
 2 gad.sum_score_prepan    " 0.52"  " 0.50"      " 0.53"     0.01  0.00e+00 
 3 Anxiety disorders       " 0.56"  "-0.34"      " 1.46"     0.46  0.22     
 4 Eating disorders        " 0.67"  "-1.09"      " 2.44"     0.90  0.45     
 5 OCDs                    " 1.21"  "-0.01"      " 2.43"     0.62  0.05     
 6 PTSD                    " 1.42"  " 0.00"      " 2.84"     0.73  0.05     
 7 Depressive disorders    " 1.61"  " 0.79"      " 2.43"     0.42  1.29e-04 
 8 Bipolar disorders       " 2.08"  " 1.20"      " 2.97"     0.45  4.22e-06 
 9 Female                  " 0.52"  " 0.28"      " 0.76"     0.12  2.04e-05 
10 Non-binary/Self-defined " 0.81"  " 0.13"      " 1.50"     0.35  0.02     
# … with 14 more rows
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.08 2.30 3.85 0.40 1.02e-14
gad.sum_score_prepan 0.49 0.48 0.51 0.01 0.00e+00
Depressive and anxiety disorder 0.92 0.33 1.52 0.30 0.002
Only depressive disorder 0.01 -0.63 0.66 0.33 0.96
Only anxiety disorder 0.07 -0.60 0.74 0.34 0.83
Eating disorders 0.61 0.32 0.89 0.15 3.79e-05
OCDs 0.53 0.26 0.80 0.14 1.22e-04
Psychotic and bipolar disorder -0.26 -1.05 0.52 0.40 0.51
Only psychotic disorder 0.45 -0.20 1.10 0.33 0.18
Only bipolar disorder 0.32 -0.07 0.71 0.20 0.11
PTSD 0.82 0.56 1.07 0.13 2.73e-10
ASD 0.70 0.18 1.23 0.27 0.009
ADHD -0.21 -0.92 0.50 0.36 0.55
Personality disorder 0.80 0.44 1.15 0.18 1.06e-05
Female 0.40 0.16 0.64 0.12 9.85e-04
Non-binary/Self-defined 0.41 -0.27 1.09 0.35 0.23
age_category_collapsed_reordered16-18 1.04 0.47 1.61 0.29 3.54e-04
19-25 years 0.75 0.44 1.06 0.16 2.43e-06
36-45 years -0.15 -0.42 0.12 0.14 0.29
46-55 years -0.43 -0.70 -0.17 0.14 0.001
56-65 years -0.87 -1.17 -0.56 0.15 1.85e-08
66-70 years -1.84 -2.37 -1.31 0.27 8.37e-12
71-75 years -2.03 -2.73 -1.34 0.36 1.04e-08
76+ years -1.53 -2.87 -0.18 0.69 0.03
Mixed or multiple ethnic origins 0.06 -0.56 0.68 0.32 0.86
Asian or Asian British -0.03 -1.03 0.97 0.51 0.96
African or African British -0.39 -1.90 1.12 0.77 0.62
Other ethnicity 0.40 -0.55 1.34 0.48 0.41
Key worker -0.22 -0.41 -0.04 0.09 0.02
Time difference: Lockdown to baseline 0.00 -0.05 0.06 0.03 0.89
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.08"  " 2.30"      " 3.85"     0.40  1.02e-14 
 2 gad.sum_score_prepan            " 0.49"  " 0.48"      " 0.51"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.92"  " 0.33"      " 1.52"     0.30  0.002    
 4 Only depressive disorder        " 0.01"  "-0.63"      " 0.66"     0.33  0.96     
 5 Only anxiety disorder           " 0.07"  "-0.60"      " 0.74"     0.34  0.83     
 6 Eating disorders                " 0.61"  " 0.32"      " 0.89"     0.15  3.79e-05 
 7 OCDs                            " 0.53"  " 0.26"      " 0.80"     0.14  1.22e-04 
 8 Psychotic and bipolar disorder  "-0.26"  "-1.05"      " 0.52"     0.40  0.51     
 9 Only psychotic disorder         " 0.45"  "-0.20"      " 1.10"     0.33  0.18     
10 Only bipolar disorder           " 0.32"  "-0.07"      " 0.71"     0.20  0.11     
# … with 20 more rows
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.18 1.24 3.13 0.48 6.32e-06
gad.sum_score_prepan 0.52 0.50 0.53 0.01 0.00e+00
Anxiety disorders 0.54 -0.35 1.44 0.46 0.24
Eating disorders 0.65 -1.12 2.41 0.90 0.47
OCDs 1.22 0.00 2.44 0.62 0.05
PTSD 1.39 -0.03 2.81 0.72 0.05
Depressive disorders 1.58 0.76 2.40 0.42 1.69e-04
Bipolar disorders 2.05 1.16 2.94 0.45 5.84e-06
Female 0.50 0.26 0.74 0.12 3.76e-05
Non-binary/Self-defined 0.79 0.11 1.48 0.35 0.02
Age -71.59 -81.58 -61.60 5.10 2.00e-44
Age2 -9.17 -18.94 0.60 4.98 0.07
Mixed or multiple ethnic origins 0.06 -0.56 0.69 0.32 0.85
Asian or Asian British -0.16 -1.17 0.86 0.52 0.76
African or African British -0.46 -1.98 1.06 0.78 0.55
Other ethnicity 0.49 -0.49 1.46 0.50 0.33
Key worker -0.34 -0.53 -0.16 0.10 3.12e-04
Time difference: Lockdown to baseline 0.00 -0.06 0.05 0.03 0.95
# A tibble: 18 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "  2.18" "  1.24"     "  3.13"    0.48  6.32e-06 
 2 gad.sum_score_prepan                  "  0.52" "  0.50"     "  0.53"    0.01  0.00e+00 
 3 Anxiety disorders                     "  0.54" " -0.35"     "  1.44"    0.46  0.24     
 4 Eating disorders                      "  0.65" " -1.12"     "  2.41"    0.90  0.47     
 5 OCDs                                  "  1.22" "  0.00"     "  2.44"    0.62  0.05     
 6 PTSD                                  "  1.39" " -0.03"     "  2.81"    0.72  0.05     
 7 Depressive disorders                  "  1.58" "  0.76"     "  2.40"    0.42  1.69e-04 
 8 Bipolar disorders                     "  2.05" "  1.16"     "  2.94"    0.45  5.84e-06 
 9 Female                                "  0.50" "  0.26"     "  0.74"    0.12  3.76e-05 
10 Non-binary/Self-defined               "  0.79" "  0.11"     "  1.48"    0.35  0.02     
11 Age                                   "-71.59" "-81.58"     "-61.60"    5.10  2.00e-44 
12 Age^2                                 " -9.17" "-18.94"     "  0.60"    4.98  0.07     
13 Mixed or multiple ethnic origins      "  0.06" " -0.56"     "  0.69"    0.32  0.85     
14 Asian or Asian British                " -0.16" " -1.17"     "  0.86"    0.52  0.76     
15 African or African British            " -0.46" " -1.98"     "  1.06"    0.78  0.55     
16 Other ethnicity                       "  0.49" " -0.49"     "  1.46"    0.50  0.33     
17 Key worker                            " -0.34" " -0.53"     " -0.16"    0.10  3.12e-04 
18 Time difference: Lockdown to baseline "  0.00" " -0.06"     "  0.05"    0.03  0.95     
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.88 2.13 3.63 0.38 5.85e-14
gad.sum_score_prepan 0.49 0.48 0.51 0.01 0.00e+00
Depressive and anxiety disorder 0.88 0.29 1.47 0.30 0.004
Only depressive disorder 0.00 -0.64 0.64 0.33 0.99
Only anxiety disorder 0.04 -0.63 0.71 0.34 0.90
Eating disorders 0.61 0.32 0.90 0.15 3.27e-05
OCDs 0.52 0.25 0.79 0.14 1.44e-04
Psychotic and bipolar disorder -0.25 -1.03 0.54 0.40 0.54
Only psychotic disorder 0.47 -0.18 1.12 0.33 0.16
Only bipolar disorder 0.32 -0.07 0.71 0.20 0.11
PTSD 0.83 0.57 1.08 0.13 1.83e-10
ASD 0.73 0.20 1.25 0.27 0.007
ADHD -0.25 -0.96 0.46 0.36 0.49
Personality disorder 0.75 0.40 1.10 0.18 3.10e-05
Female 0.39 0.15 0.63 0.12 0.002
Non-binary/Self-defined 0.40 -0.28 1.08 0.35 0.25
Age -66.01 -76.00 -56.03 5.09 4.04e-38
Age2 -5.69 -15.38 4.00 4.94 0.25
Mixed or multiple ethnic origins 0.04 -0.58 0.66 0.32 0.90
Asian or Asian British -0.03 -1.03 0.97 0.51 0.95
African or African British -0.38 -1.89 1.13 0.77 0.62
Other ethnicity 0.39 -0.56 1.33 0.48 0.42
Key worker -0.23 -0.42 -0.05 0.09 0.01
Time difference: Lockdown to baseline 0.00 -0.05 0.06 0.03 0.87
# A tibble: 24 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "  2.88" "  2.13"     "  3.63"    0.38  5.85e-14 
 2 gad.sum_score_prepan            "  0.49" "  0.48"     "  0.51"    0.01  0.00e+00 
 3 Depressive and anxiety disorder "  0.88" "  0.29"     "  1.47"    0.30  0.004    
 4 Only depressive disorder        "  0.00" " -0.64"     "  0.64"    0.33  0.99     
 5 Only anxiety disorder           "  0.04" " -0.63"     "  0.71"    0.34  0.90     
 6 Eating disorders                "  0.61" "  0.32"     "  0.90"    0.15  3.27e-05 
 7 OCDs                            "  0.52" "  0.25"     "  0.79"    0.14  1.44e-04 
 8 Psychotic and bipolar disorder  " -0.25" " -1.03"     "  0.54"    0.40  0.54     
 9 Only psychotic disorder         "  0.47" " -0.18"     "  1.12"    0.33  0.16     
10 Only bipolar disorder           "  0.32" " -0.07"     "  0.71"    0.20  0.11     
# … with 14 more rows
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

GAD prepan: sensitivity

Regression: Absolute scores

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Subset of participants 3 months prior to pandemic

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.34 -0.05 4.72 1.21 0.05
gad.sum_score_prepan 0.54 0.49 0.60 0.03 1.22e-63
Depressive and anxiety disorder 0.73 -0.92 2.38 0.84 0.39
Only depressive disorder -0.27 -2.04 1.51 0.90 0.77
Only anxiety disorder 0.11 -1.87 2.08 1.01 0.92
Eating disorders 0.88 -0.16 1.92 0.53 0.10
OCDs 0.03 -1.02 1.08 0.54 0.96
Psychotic and bipolar disorder -0.81 -3.33 1.71 1.28 0.53
Only psychotic disorder 0.37 -2.23 2.96 1.32 0.78
Only bipolar disorder -0.53 -2.17 1.11 0.84 0.53
PTSD 2.02 1.06 2.98 0.49 3.84e-05
ASD 1.10 -0.73 2.92 0.93 0.24
ADHD -0.19 -2.74 2.36 1.30 0.88
Personality disorder -0.51 -1.83 0.80 0.67 0.44
Female 0.64 -0.22 1.49 0.44 0.14
Non-binary/Self-defined -0.79 -3.92 2.33 1.59 0.62
age_category_collapsed_reordered16-18 1.36 -0.51 3.22 0.95 0.15
19-25 years 0.83 -0.44 2.10 0.64 0.20
36-45 years -0.05 -1.11 1.01 0.54 0.93
46-55 years -0.36 -1.42 0.70 0.54 0.50
56-65 years -0.27 -1.38 0.84 0.56 0.63
66-70 years -1.36 -3.33 0.61 1.00 0.17
71-75 years -0.92 -3.73 1.88 1.43 0.52
76+ years 0.39 -3.07 3.86 1.76 0.82
Mixed or multiple ethnic origins -0.49 -2.75 1.78 1.15 0.67
Asian or Asian British -0.18 -3.79 3.43 1.84 0.92
African or African British -3.14 -7.41 1.13 2.18 0.15
Other ethnicity 0.61 -3.62 4.84 2.16 0.78
Key worker 0.25 -0.48 0.97 0.37 0.50
Time difference: Lockdown to baseline -0.01 -0.18 0.16 0.09 0.89
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.34"  "-0.05"      4.72        1.21  0.05     
 2 gad.sum_score_prepan            " 0.54"  " 0.49"      0.60        0.03  1.22e-63 
 3 Depressive and anxiety disorder " 0.73"  "-0.92"      2.38        0.84  0.39     
 4 Only depressive disorder        "-0.27"  "-2.04"      1.51        0.90  0.77     
 5 Only anxiety disorder           " 0.11"  "-1.87"      2.08        1.01  0.92     
 6 Eating disorders                " 0.88"  "-0.16"      1.92        0.53  0.10     
 7 OCDs                            " 0.03"  "-1.02"      1.08        0.54  0.96     
 8 Psychotic and bipolar disorder  "-0.81"  "-3.33"      1.71        1.28  0.53     
 9 Only psychotic disorder         " 0.37"  "-2.23"      2.96        1.32  0.78     
10 Only bipolar disorder           "-0.53"  "-2.17"      1.11        0.84  0.53     
# … with 20 more rows
n R2 adjust. R2 F p value df
828 0.01 0.00 1.47 0.18 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 828   0.01  0.00         1.47  0.18          6

Subset of participants 6 months prior to pandemic

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.12 0.46 3.79 0.85 0.01
gad.sum_score_prepan 0.54 0.50 0.58 0.02 1.01e-128
Depressive and anxiety disorder 0.82 -0.26 1.90 0.55 0.14
Only depressive disorder -0.20 -1.39 0.98 0.60 0.74
Only anxiety disorder 0.31 -0.99 1.62 0.66 0.64
Eating disorders 0.55 -0.20 1.30 0.38 0.15
OCDs 0.58 -0.12 1.28 0.36 0.11
Psychotic and bipolar disorder -0.47 -2.50 1.56 1.03 0.65
Only psychotic disorder 0.47 -1.08 2.02 0.79 0.55
Only bipolar disorder -0.10 -1.15 0.96 0.54 0.85
PTSD 1.73 1.07 2.40 0.34 4.05e-07
ASD 0.33 -1.04 1.69 0.70 0.64
ADHD -0.61 -2.22 1.00 0.82 0.46
Personality disorder 0.51 -0.40 1.43 0.47 0.27
Female 0.58 -0.02 1.18 0.31 0.06
Non-binary/Self-defined 0.94 -0.98 2.86 0.98 0.34
age_category_collapsed_reordered16-18 1.26 0.11 2.41 0.59 0.03
19-25 years 0.90 0.02 1.78 0.45 0.04
36-45 years -0.28 -1.03 0.47 0.38 0.47
46-55 years -0.59 -1.33 0.15 0.38 0.12
56-65 years -0.46 -1.26 0.33 0.40 0.25
66-70 years -1.02 -2.36 0.31 0.68 0.13
71-75 years -1.42 -3.01 0.17 0.81 0.08
76+ years 0.41 -2.05 2.87 1.25 0.74
Mixed or multiple ethnic origins 0.71 -0.84 2.27 0.79 0.37
Asian or Asian British -0.71 -2.78 1.36 1.06 0.50
African or African British -3.09 -6.58 0.40 1.78 0.08
Other ethnicity -0.37 -2.84 2.10 1.26 0.77
Key worker 0.06 -0.43 0.56 0.25 0.80
Time difference: Lockdown to baseline 0.00 -0.14 0.13 0.07 0.95
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.12"  " 0.46"      3.79        0.85  0.01     
 2 gad.sum_score_prepan            " 0.54"  " 0.50"      0.58        0.02  1.01e-128
 3 Depressive and anxiety disorder " 0.82"  "-0.26"      1.90        0.55  0.14     
 4 Only depressive disorder        "-0.20"  "-1.39"      0.98        0.60  0.74     
 5 Only anxiety disorder           " 0.31"  "-0.99"      1.62        0.66  0.64     
 6 Eating disorders                " 0.55"  "-0.20"      1.30        0.38  0.15     
 7 OCDs                            " 0.58"  "-0.12"      1.28        0.36  0.11     
 8 Psychotic and bipolar disorder  "-0.47"  "-2.50"      1.56        1.03  0.65     
 9 Only psychotic disorder         " 0.47"  "-1.08"      2.02        0.79  0.55     
10 Only bipolar disorder           "-0.10"  "-1.15"      0.96        0.54  0.85     
# … with 20 more rows
n R2 adjust. R2 F p value df
1634 0.00 0.00 1.22 0.29 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1634  0.00  0.00         1.22  0.29          6

Subset of participants 9 months prior to pandemic

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.69 1.39 4.00 0.67 5.44e-05
gad.sum_score_prepan 0.53 0.50 0.57 0.02 6.23e-209
Depressive and anxiety disorder 1.03 0.18 1.89 0.44 0.02
Only depressive disorder 0.23 -0.70 1.15 0.47 0.63
Only anxiety disorder 0.50 -0.54 1.54 0.53 0.34
Eating disorders 0.91 0.34 1.49 0.29 0.002
OCDs 0.57 0.03 1.12 0.28 0.04
Psychotic and bipolar disorder -0.68 -2.19 0.82 0.77 0.37
Only psychotic disorder 0.74 -0.47 1.95 0.62 0.23
Only bipolar disorder 0.21 -0.59 1.02 0.41 0.60
PTSD 1.36 0.85 1.87 0.26 1.51e-07
ASD 0.07 -0.99 1.13 0.54 0.90
ADHD -0.62 -1.94 0.69 0.67 0.35
Personality disorder 0.78 0.08 1.48 0.36 0.03
Female 0.42 -0.03 0.87 0.23 0.07
Non-binary/Self-defined 0.99 -0.43 2.40 0.72 0.17
age_category_collapsed_reordered16-18 1.12 0.12 2.11 0.51 0.03
19-25 years 0.48 -0.21 1.17 0.35 0.17
36-45 years -0.24 -0.81 0.33 0.29 0.41
46-55 years -0.53 -1.09 0.02 0.28 0.06
56-65 years -0.80 -1.40 -0.20 0.30 0.009
66-70 years -1.24 -2.22 -0.25 0.50 0.01
71-75 years -1.04 -2.22 0.15 0.60 0.09
76+ years -0.61 -2.65 1.43 1.04 0.56
Mixed or multiple ethnic origins 0.84 -0.47 2.15 0.67 0.21
Asian or Asian British -0.16 -1.77 1.46 0.83 0.85
African or African British 0.84 -1.78 3.46 1.34 0.53
Other ethnicity -0.38 -2.04 1.29 0.85 0.66
Key worker -0.05 -0.43 0.32 0.19 0.78
Time difference: Lockdown to baseline -0.06 -0.16 0.05 0.05 0.28
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.69"  " 1.39"      " 4.00"     0.67  5.44e-05 
 2 gad.sum_score_prepan            " 0.53"  " 0.50"      " 0.57"     0.02  6.23e-209
 3 Depressive and anxiety disorder " 1.03"  " 0.18"      " 1.89"     0.44  0.02     
 4 Only depressive disorder        " 0.23"  "-0.70"      " 1.15"     0.47  0.63     
 5 Only anxiety disorder           " 0.50"  "-0.54"      " 1.54"     0.53  0.34     
 6 Eating disorders                " 0.91"  " 0.34"      " 1.49"     0.29  0.002    
 7 OCDs                            " 0.57"  " 0.03"      " 1.12"     0.28  0.04     
 8 Psychotic and bipolar disorder  "-0.68"  "-2.19"      " 0.82"     0.77  0.37     
 9 Only psychotic disorder         " 0.74"  "-0.47"      " 1.95"     0.62  0.23     
10 Only bipolar disorder           " 0.21"  "-0.59"      " 1.02"     0.41  0.60     
# … with 20 more rows
n R2 adjust. R2 F p value df
2710 0.01 0.00 2.99 0.007 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2710  0.01  0.00         2.99  0.007         6

##KT

GAD retro

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.58 2.44 2.72 0.07 9.69e-272
Anxiety disorders 0.82 0.51 1.13 0.16 1.80e-07
Eating disorders 0.41 -0.51 1.33 0.47 0.38
OCDs 1.10 0.32 1.88 0.40 0.006
PTSD 1.01 0.24 1.78 0.39 0.01
Depressive disorders 0.87 0.71 1.04 0.09 4.00e-24
Bipolar disorders 0.86 0.49 1.24 0.19 5.71e-06
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            2.58     " 2.44"      2.72        0.07  9.69e-272
2 Anxiety disorders    0.82     " 0.51"      1.13        0.16  1.80e-07 
3 Eating disorders     0.41     "-0.51"      1.33        0.47  0.38     
4 OCDs                 1.10     " 0.32"      1.88        0.40  0.006    
5 PTSD                 1.01     " 0.24"      1.78        0.39  0.01     
6 Depressive disorders 0.87     " 0.71"      1.04        0.09  4.00e-24 
7 Bipolar disorders    0.86     " 0.49"      1.24        0.19  5.71e-06 
n R2 adjust. R2 F p value df
18588 0.01 0.01 18.23 3.23e-21 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 18588 0.01  0.01         18.23 3.23e-21      6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.58 2.45 2.71 0.07 2.17e-303
Depressive and anxiety disorder 0.85 0.68 1.03 0.09 4.94e-21
Only depressive disorder 0.25 0.01 0.48 0.12 0.04
Only anxiety disorder 0.86 0.58 1.15 0.14 2.26e-09
Eating disorders 0.49 0.22 0.76 0.14 4.28e-04
OCDs 0.05 -0.21 0.31 0.13 0.72
Psychotic and bipolar disorder -0.20 -0.96 0.56 0.39 0.61
Only psychotic disorder -0.28 -0.94 0.38 0.34 0.41
Only bipolar disorder -0.21 -0.62 0.19 0.21 0.30
PTSD 0.41 0.17 0.66 0.12 8.72e-04
ASD 0.36 -0.12 0.83 0.24 0.14
ADHD 0.01 -0.63 0.64 0.32 0.99
Personality disorder 0.29 -0.06 0.64 0.18 0.11
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.58"  " 2.45"      2.71        0.07  2.17e-303
 2 Depressive and anxiety disorder " 0.85"  " 0.68"      1.03        0.09  4.94e-21 
 3 Only depressive disorder        " 0.25"  " 0.01"      0.48        0.12  0.04     
 4 Only anxiety disorder           " 0.86"  " 0.58"      1.15        0.14  2.26e-09 
 5 Eating disorders                " 0.49"  " 0.22"      0.76        0.14  4.28e-04 
 6 OCDs                            " 0.05"  "-0.21"      0.31        0.13  0.72     
 7 Psychotic and bipolar disorder  "-0.20"  "-0.96"      0.56        0.39  0.61     
 8 Only psychotic disorder         "-0.28"  "-0.94"      0.38        0.34  0.41     
 9 Only bipolar disorder           "-0.21"  "-0.62"      0.19        0.21  0.30     
10 PTSD                            " 0.41"  " 0.17"      0.66        0.12  8.72e-04 
11 ASD                             " 0.36"  "-0.12"      0.83        0.24  0.14     
12 ADHD                            " 0.01"  "-0.63"      0.64        0.32  0.99     
13 Personality disorder            " 0.29"  "-0.06"      0.64        0.18  0.11     
n R2 adjust. R2 F p value df
18588 0.01 0.01 18.23 3.23e-21 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 18588 0.01  0.01         18.23 3.23e-21      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.16 3.79 4.52 0.19 4.36e-106
Anxiety disorders 0.57 0.25 0.90 0.17 5.51e-04
Eating disorders 0.02 -0.91 0.96 0.48 0.96
OCDs 0.54 -0.25 1.34 0.41 0.18
PTSD 0.78 -0.02 1.58 0.41 0.06
Depressive disorders 0.63 0.45 0.82 0.10 3.17e-11
Bipolar disorders 0.65 0.26 1.03 0.20 9.77e-04
Female 0.77 0.57 0.97 0.10 2.26e-14
Non-binary/Self-defined -0.24 -0.90 0.42 0.34 0.48
age_category_collapsed_reordered16-18 -0.31 -0.74 0.11 0.22 0.15
19-25 years 0.70 0.41 0.99 0.15 3.16e-06
36-45 years -0.49 -0.75 -0.24 0.13 1.58e-04
46-55 years -0.69 -0.93 -0.45 0.12 2.15e-08
56-65 years -0.84 -1.09 -0.60 0.12 1.18e-11
66-70 years -1.13 -1.49 -0.78 0.18 4.01e-10
71-75 years -1.54 -1.97 -1.10 0.22 4.82e-12
76+ years -1.84 -2.60 -1.09 0.38 1.69e-06
Mixed or multiple ethnic origins -0.65 -1.19 -0.11 0.28 0.02
Asian or Asian British -0.45 -1.16 0.26 0.36 0.22
African or African British -0.56 -1.73 0.62 0.60 0.35
Other ethnicity -0.03 -0.99 0.93 0.49 0.95
Time difference: Lockdown to baseline -0.23 -0.26 -0.19 0.02 5.86e-34
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " 4.16"  " 3.79"      " 4.52"     0.19  4.36e-106
 2 Anxiety disorders                     " 0.57"  " 0.25"      " 0.90"     0.17  5.51e-04 
 3 Eating disorders                      " 0.02"  "-0.91"      " 0.96"     0.48  0.96     
 4 OCDs                                  " 0.54"  "-0.25"      " 1.34"     0.41  0.18     
 5 PTSD                                  " 0.78"  "-0.02"      " 1.58"     0.41  0.06     
 6 Depressive disorders                  " 0.63"  " 0.45"      " 0.82"     0.10  3.17e-11 
 7 Bipolar disorders                     " 0.65"  " 0.26"      " 1.03"     0.20  9.77e-04 
 8 Female                                " 0.77"  " 0.57"      " 0.97"     0.10  2.26e-14 
 9 Non-binary/Self-defined               "-0.24"  "-0.90"      " 0.42"     0.34  0.48     
10 age_category_collapsed_reordered16-18 "-0.31"  "-0.74"      " 0.11"     0.22  0.15     
# … with 12 more rows
n R2 adjust. R2 F p value df
18588 0.01 0.01 18.23 3.23e-21 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 18588 0.01  0.01         18.23 3.23e-21      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.94 3.57 4.31 0.19 2.84e-95
Depressive and anxiety disorder 0.65 0.46 0.85 0.10 4.95e-11
Only depressive disorder 0.25 0.00 0.51 0.13 0.05
Only anxiety disorder 0.63 0.34 0.93 0.15 2.96e-05
Eating disorders 0.29 0.01 0.56 0.14 0.04
OCDs -0.09 -0.36 0.17 0.14 0.50
Psychotic and bipolar disorder 0.09 -0.67 0.86 0.39 0.81
Only psychotic disorder -0.05 -0.71 0.62 0.34 0.89
Only bipolar disorder -0.11 -0.52 0.30 0.21 0.60
PTSD 0.43 0.18 0.68 0.13 6.93e-04
ASD 0.36 -0.13 0.85 0.25 0.15
ADHD -0.06 -0.70 0.58 0.33 0.86
Personality disorder 0.18 -0.18 0.54 0.18 0.32
Female 0.73 0.53 0.93 0.10 4.31e-13
Non-binary/Self-defined -0.32 -0.98 0.34 0.34 0.35
age_category_collapsed_reordered16-18 -0.20 -0.62 0.22 0.21 0.35
19-25 years 0.74 0.45 1.03 0.15 7.36e-07
36-45 years -0.49 -0.75 -0.24 0.13 1.43e-04
46-55 years -0.67 -0.91 -0.43 0.12 5.39e-08
56-65 years -0.72 -0.96 -0.47 0.13 1.26e-08
66-70 years -0.87 -1.23 -0.50 0.18 2.68e-06
71-75 years -1.28 -1.72 -0.84 0.22 1.32e-08
76+ years -1.57 -2.31 -0.82 0.38 3.88e-05
Mixed or multiple ethnic origins -0.57 -1.10 -0.04 0.27 0.04
Asian or Asian British -0.22 -0.90 0.46 0.35 0.53
African or African British -0.63 -1.80 0.53 0.59 0.29
Other ethnicity -0.10 -1.04 0.83 0.48 0.83
Key worker 0.31 0.15 0.48 0.08 1.21e-04
Time difference: Lockdown to baseline -0.22 -0.26 -0.19 0.02 4.99e-34
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.94"  " 3.57"      " 4.31"     0.19  2.84e-95 
 2 Depressive and anxiety disorder " 0.65"  " 0.46"      " 0.85"     0.10  4.95e-11 
 3 Only depressive disorder        " 0.25"  " 0.00"      " 0.51"     0.13  0.05     
 4 Only anxiety disorder           " 0.63"  " 0.34"      " 0.93"     0.15  2.96e-05 
 5 Eating disorders                " 0.29"  " 0.01"      " 0.56"     0.14  0.04     
 6 OCDs                            "-0.09"  "-0.36"      " 0.17"     0.14  0.50     
 7 Psychotic and bipolar disorder  " 0.09"  "-0.67"      " 0.86"     0.39  0.81     
 8 Only psychotic disorder         "-0.05"  "-0.71"      " 0.62"     0.34  0.89     
 9 Only bipolar disorder           "-0.11"  "-0.52"      " 0.30"     0.21  0.60     
10 PTSD                            " 0.43"  " 0.18"      " 0.68"     0.13  6.93e-04 
# … with 19 more rows
n R2 adjust. R2 F p value df
18588 0.01 0.01 18.23 3.23e-21 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 18588 0.01  0.01         18.23 3.23e-21      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.11 1.67 2.55 0.22 4.09e-21
Anxiety disorders 0.54 0.13 0.95 0.21 0.010
Eating disorders 0.38 -0.80 1.56 0.60 0.52
OCDs 0.30 -0.73 1.34 0.53 0.57
PTSD 1.17 0.06 2.28 0.57 0.04
Depressive disorders 0.95 0.72 1.18 0.12 1.36e-15
Bipolar disorders 1.00 0.56 1.44 0.22 7.90e-06
Female 0.64 0.41 0.86 0.11 2.52e-08
Non-binary/Self-defined -0.60 -1.34 0.14 0.38 0.11
Age -78.52 -90.65 -66.40 6.19 1.10e-36
Age2 7.26 -4.22 18.74 5.86 0.22
Mixed or multiple ethnic origins -0.67 -1.30 -0.04 0.32 0.04
Asian or Asian British -0.22 -1.14 0.69 0.47 0.63
African or African British -0.67 -2.12 0.79 0.74 0.37
Other ethnicity 0.16 -0.97 1.29 0.58 0.78
Time difference: Lockdown to baseline -0.07 -0.12 -0.02 0.03 0.007
# A tibble: 16 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "  2.11" "  1.67"     "  2.55"    0.22  4.09e-21 
 2 Anxiety disorders                     "  0.54" "  0.13"     "  0.95"    0.21  0.010    
 3 Eating disorders                      "  0.38" " -0.80"     "  1.56"    0.60  0.52     
 4 OCDs                                  "  0.30" " -0.73"     "  1.34"    0.53  0.57     
 5 PTSD                                  "  1.17" "  0.06"     "  2.28"    0.57  0.04     
 6 Depressive disorders                  "  0.95" "  0.72"     "  1.18"    0.12  1.36e-15 
 7 Bipolar disorders                     "  1.00" "  0.56"     "  1.44"    0.22  7.90e-06 
 8 Female                                "  0.64" "  0.41"     "  0.86"    0.11  2.52e-08 
 9 Non-binary/Self-defined               " -0.60" " -1.34"     "  0.14"    0.38  0.11     
10 Age                                   "-78.52" "-90.65"     "-66.40"    6.19  1.10e-36 
11 Age^2                                 "  7.26" " -4.22"     " 18.74"    5.86  0.22     
12 Mixed or multiple ethnic origins      " -0.67" " -1.30"     " -0.04"    0.32  0.04     
13 Asian or Asian British                " -0.22" " -1.14"     "  0.69"    0.47  0.63     
14 African or African British            " -0.67" " -2.12"     "  0.79"    0.74  0.37     
15 Other ethnicity                       "  0.16" " -0.97"     "  1.29"    0.58  0.78     
16 Time difference: Lockdown to baseline " -0.07" " -0.12"     " -0.02"    0.03  0.007    
n R2 adjust. R2 F p value df
13420 0.01 0.01 30.14 4.04e-36 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 13420 0.01  0.01         30.14 4.04e-36      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.99 1.55 2.43 0.22 5.70e-19
Depressive and anxiety disorder 0.95 0.71 1.18 0.12 5.37e-15
Only depressive disorder 0.48 0.17 0.79 0.16 0.002
Only anxiety disorder 0.60 0.22 0.98 0.19 0.002
Eating disorders 0.26 -0.05 0.58 0.16 0.10
OCDs -0.27 -0.57 0.03 0.15 0.08
Psychotic and bipolar disorder 0.33 -0.58 1.23 0.46 0.48
Only psychotic disorder -0.06 -0.81 0.68 0.38 0.87
Only bipolar disorder -0.12 -0.56 0.33 0.23 0.61
PTSD 0.58 0.30 0.86 0.14 5.60e-05
ASD 0.15 -0.44 0.73 0.30 0.62
ADHD 0.09 -0.69 0.88 0.40 0.82
Personality disorder 0.31 -0.09 0.71 0.20 0.13
Female 0.57 0.35 0.79 0.11 5.73e-07
Non-binary/Self-defined -0.73 -1.46 0.01 0.38 0.05
Age -71.01 -83.47 -58.55 6.35 7.47e-29
Age2 14.88 3.18 26.59 5.97 0.01
Mixed or multiple ethnic origins -0.62 -1.24 0.01 0.32 0.05
Asian or Asian British -0.10 -0.99 0.79 0.45 0.82
African or African British -0.68 -2.13 0.77 0.74 0.36
Other ethnicity -0.04 -1.15 1.06 0.56 0.94
Key worker 0.33 0.14 0.51 0.09 4.57e-04
Time difference: Lockdown to baseline -0.07 -0.12 -0.02 0.03 0.009
# A tibble: 23 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "  1.99" "  1.55"     "  2.43"    0.22  5.70e-19 
 2 Depressive and anxiety disorder "  0.95" "  0.71"     "  1.18"    0.12  5.37e-15 
 3 Only depressive disorder        "  0.48" "  0.17"     "  0.79"    0.16  0.002    
 4 Only anxiety disorder           "  0.60" "  0.22"     "  0.98"    0.19  0.002    
 5 Eating disorders                "  0.26" " -0.05"     "  0.58"    0.16  0.10     
 6 OCDs                            " -0.27" " -0.57"     "  0.03"    0.15  0.08     
 7 Psychotic and bipolar disorder  "  0.33" " -0.58"     "  1.23"    0.46  0.48     
 8 Only psychotic disorder         " -0.06" " -0.81"     "  0.68"    0.38  0.87     
 9 Only bipolar disorder           " -0.12" " -0.56"     "  0.33"    0.23  0.61     
10 PTSD                            "  0.58" "  0.30"     "  0.86"    0.14  5.60e-05 
# … with 13 more rows
n R2 adjust. R2 F p value df
13420 0.01 0.01 30.14 4.04e-36 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 13420 0.01  0.01         30.14 4.04e-36      6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.53 3.40 3.67 0.07 0.00e+00
gad.sum_score_retro 0.61 0.59 0.62 0.01 0.00e+00
Anxiety disorders 1.81 1.52 2.11 0.15 1.59e-33
Eating disorders 1.26 0.40 2.13 0.44 0.004
OCDs 2.70 1.97 3.44 0.38 5.91e-13
PTSD 2.16 1.43 2.88 0.37 5.60e-09
Depressive disorders 2.28 2.11 2.45 0.09 1.24e-151
Bipolar disorders 2.94 2.57 3.30 0.18 7.53e-57
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            3.53     3.40         3.67        0.07  0.00e+00 
2 gad.sum_score_retro  0.61     0.59         0.62        0.01  0.00e+00 
3 Anxiety disorders    1.81     1.52         2.11        0.15  1.59e-33 
4 Eating disorders     1.26     0.40         2.13        0.44  0.004    
5 OCDs                 2.70     1.97         3.44        0.38  5.91e-13 
6 PTSD                 2.16     1.43         2.88        0.37  5.60e-09 
7 Depressive disorders 2.28     2.11         2.45        0.09  1.24e-151
8 Bipolar disorders    2.94     2.57         3.30        0.18  7.53e-57 
n R2 adjust. R2 F p value df
18588 0.32 0.32 1276.84 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 18588 0.32  0.32         1276.84 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.75 3.62 3.88 0.07 0.00e+00
gad.sum_score_retro 0.55 0.54 0.57 0.01 0.00e+00
Depressive and anxiety disorder 2.31 2.14 2.49 0.09 3.78e-148
Only depressive disorder 0.67 0.45 0.89 0.11 2.55e-09
Only anxiety disorder 1.89 1.63 2.16 0.14 4.35e-44
Eating disorders 0.78 0.53 1.03 0.13 1.83e-09
OCDs 0.75 0.50 0.99 0.12 2.15e-09
Psychotic and bipolar disorder 0.10 -0.60 0.81 0.36 0.77
Only psychotic disorder 0.03 -0.58 0.65 0.31 0.92
Only bipolar disorder 0.16 -0.21 0.54 0.19 0.40
PTSD 0.84 0.61 1.07 0.12 3.49e-13
ASD 1.02 0.58 1.46 0.22 6.19e-06
ADHD 0.44 -0.15 1.03 0.30 0.14
Personality disorder 1.09 0.76 1.42 0.17 6.62e-11
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       3.75     " 3.62"      3.88        0.07  0.00e+00 
 2 gad.sum_score_retro             0.55     " 0.54"      0.57        0.01  0.00e+00 
 3 Depressive and anxiety disorder 2.31     " 2.14"      2.49        0.09  3.78e-148
 4 Only depressive disorder        0.67     " 0.45"      0.89        0.11  2.55e-09 
 5 Only anxiety disorder           1.89     " 1.63"      2.16        0.14  4.35e-44 
 6 Eating disorders                0.78     " 0.53"      1.03        0.13  1.83e-09 
 7 OCDs                            0.75     " 0.50"      0.99        0.12  2.15e-09 
 8 Psychotic and bipolar disorder  0.10     "-0.60"      0.81        0.36  0.77     
 9 Only psychotic disorder         0.03     "-0.58"      0.65        0.31  0.92     
10 Only bipolar disorder           0.16     "-0.21"      0.54        0.19  0.40     
11 PTSD                            0.84     " 0.61"      1.07        0.12  3.49e-13 
12 ASD                             1.02     " 0.58"      1.46        0.22  6.19e-06 
13 ADHD                            0.44     "-0.15"      1.03        0.30  0.14     
14 Personality disorder            1.09     " 0.76"      1.42        0.17  6.62e-11 
n R2 adjust. R2 F p value df
23100 0.15 0.15 660.52 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23100 0.15  0.15         660.52 0.00e+00      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.56 5.21 5.92 0.18 3.96e-203
gad.sum_score_retro 0.56 0.54 0.57 0.01 0.00e+00
Anxiety disorders 1.48 1.18 1.79 0.15 1.29e-21
Eating disorders 0.78 -0.09 1.65 0.44 0.08
OCDs 1.91 1.17 2.65 0.38 4.63e-07
PTSD 1.98 1.24 2.73 0.38 1.86e-07
Depressive disorders 2.07 1.89 2.25 0.09 2.61e-109
Bipolar disorders 2.77 2.40 3.14 0.19 2.68e-49
Female 0.76 0.57 0.94 0.09 7.47e-16
Non-binary/Self-defined 0.28 -0.34 0.90 0.31 0.37
age_category_collapsed_reordered16-18 1.04 0.64 1.44 0.21 3.81e-07
19-25 years 0.99 0.72 1.26 0.14 1.49e-12
36-45 years -0.59 -0.82 -0.35 0.12 1.18e-06
46-55 years -0.93 -1.15 -0.70 0.11 4.53e-16
56-65 years -1.38 -1.61 -1.15 0.12 3.41e-32
66-70 years -1.89 -2.23 -1.56 0.17 4.01e-28
71-75 years -2.34 -2.75 -1.93 0.21 8.42e-29
76+ years -2.38 -3.08 -1.68 0.36 3.47e-11
Mixed or multiple ethnic origins -0.40 -0.90 0.10 0.26 0.12
Asian or Asian British -0.28 -0.94 0.38 0.34 0.40
African or African British -0.20 -1.29 0.89 0.56 0.72
Other ethnicity 0.27 -0.62 1.16 0.46 0.56
Key worker -0.04 -0.19 0.11 0.08 0.58
Time difference: Lockdown to baseline -0.23 -0.26 -0.19 0.02 3.80e-39
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 5.56"  " 5.21"      " 5.92"     0.18  3.96e-203
 2 gad.sum_score_retro     " 0.56"  " 0.54"      " 0.57"     0.01  0.00e+00 
 3 Anxiety disorders       " 1.48"  " 1.18"      " 1.79"     0.15  1.29e-21 
 4 Eating disorders        " 0.78"  "-0.09"      " 1.65"     0.44  0.08     
 5 OCDs                    " 1.91"  " 1.17"      " 2.65"     0.38  4.63e-07 
 6 PTSD                    " 1.98"  " 1.24"      " 2.73"     0.38  1.86e-07 
 7 Depressive disorders    " 2.07"  " 1.89"      " 2.25"     0.09  2.61e-109
 8 Bipolar disorders       " 2.77"  " 2.40"      " 3.14"     0.19  2.68e-49 
 9 Female                  " 0.76"  " 0.57"      " 0.94"     0.09  7.47e-16 
10 Non-binary/Self-defined " 0.28"  "-0.34"      " 0.90"     0.31  0.37     
# … with 14 more rows
n R2 adjust. R2 F p value df
23100 0.15 0.15 660.52 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23100 0.15  0.15         660.52 0.00e+00      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.56 5.22 5.91 0.18 3.62e-213
gad.sum_score_retro 0.51 0.50 0.53 0.01 0.00e+00
Depressive and anxiety disorder 2.15 1.96 2.33 0.09 2.61e-112
Only depressive disorder 0.79 0.55 1.02 0.12 3.46e-11
Only anxiety disorder 1.61 1.33 1.89 0.14 2.57e-30
Eating disorders 0.52 0.26 0.77 0.13 7.02e-05
OCDs 0.57 0.33 0.82 0.13 5.06e-06
Psychotic and bipolar disorder 0.42 -0.28 1.12 0.36 0.24
Only psychotic disorder 0.26 -0.36 0.87 0.31 0.41
Only bipolar disorder 0.30 -0.08 0.67 0.19 0.13
PTSD 0.92 0.69 1.15 0.12 3.17e-15
ASD 0.78 0.33 1.23 0.23 6.65e-04
ADHD 0.25 -0.34 0.84 0.30 0.41
Personality disorder 1.00 0.67 1.33 0.17 2.56e-09
Female 0.70 0.52 0.88 0.09 2.87e-14
Non-binary/Self-defined -0.11 -0.71 0.50 0.31 0.73
age_category_collapsed_reordered16-18 1.27 0.88 1.66 0.20 1.25e-10
19-25 years 1.00 0.73 1.27 0.14 3.03e-13
36-45 years -0.53 -0.77 -0.30 0.12 7.90e-06
46-55 years -0.77 -0.99 -0.55 0.11 9.25e-12
56-65 years -1.11 -1.33 -0.88 0.12 1.24e-21
66-70 years -1.52 -1.85 -1.19 0.17 4.00e-19
71-75 years -1.93 -2.33 -1.52 0.21 1.12e-20
76+ years -1.98 -2.67 -1.30 0.35 1.48e-08
Mixed or multiple ethnic origins -0.30 -0.79 0.19 0.25 0.23
Asian or Asian British 0.08 -0.55 0.71 0.32 0.81
African or African British -0.17 -1.24 0.90 0.55 0.75
Other ethnicity 0.19 -0.68 1.05 0.44 0.67
Key worker 0.05 -0.10 0.19 0.08 0.53
Time difference: Lockdown to baseline -0.23 -0.27 -0.20 0.02 2.32e-42
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.56"  " 5.22"      " 5.91"     0.18  3.62e-213
 2 gad.sum_score_retro             " 0.51"  " 0.50"      " 0.53"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.15"  " 1.96"      " 2.33"     0.09  2.61e-112
 4 Only depressive disorder        " 0.79"  " 0.55"      " 1.02"     0.12  3.46e-11 
 5 Only anxiety disorder           " 1.61"  " 1.33"      " 1.89"     0.14  2.57e-30 
 6 Eating disorders                " 0.52"  " 0.26"      " 0.77"     0.13  7.02e-05 
 7 OCDs                            " 0.57"  " 0.33"      " 0.82"     0.13  5.06e-06 
 8 Psychotic and bipolar disorder  " 0.42"  "-0.28"      " 1.12"     0.36  0.24     
 9 Only psychotic disorder         " 0.26"  "-0.36"      " 0.87"     0.31  0.41     
10 Only bipolar disorder           " 0.30"  "-0.08"      " 0.67"     0.19  0.13     
# … with 20 more rows
n R2 adjust. R2 F p value df
23100 0.15 0.15 660.52 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23100 0.15  0.15         660.52 0.00e+00      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.86 2.45 3.27 0.21 3.52e-42
gad.sum_score_retro 0.55 0.53 0.57 0.01 0.00e+00
Anxiety disorders 1.53 1.14 1.91 0.19 4.59e-15
Eating disorders 1.29 0.21 2.37 0.55 0.02
OCDs 2.09 1.14 3.05 0.49 1.75e-05
PTSD 2.58 1.56 3.61 0.52 7.56e-07
Depressive disorders 2.53 2.31 2.75 0.11 1.56e-106
Bipolar disorders 3.23 2.81 3.64 0.21 5.28e-52
Female 0.58 0.37 0.79 0.11 3.42e-08
Non-binary/Self-defined -0.04 -0.72 0.64 0.35 0.91
Age -121.62 -133.06 -110.18 5.84 8.19e-95
Age2 10.80 -0.08 21.68 5.55 0.05
Mixed or multiple ethnic origins -0.45 -1.03 0.13 0.30 0.13
Asian or Asian British 0.08 -0.76 0.93 0.43 0.85
African or African British -0.07 -1.41 1.27 0.68 0.92
Other ethnicity 0.55 -0.49 1.59 0.53 0.30
Key worker -0.05 -0.22 0.12 0.09 0.57
Time difference: Lockdown to baseline -0.02 -0.07 0.02 0.02 0.34
# A tibble: 18 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "   2.86" "   2.45"    "   3.27"   0.21  3.52e-42 
 2 gad.sum_score_retro                   "   0.55" "   0.53"    "   0.57"   0.01  0.00e+00 
 3 Anxiety disorders                     "   1.53" "   1.14"    "   1.91"   0.19  4.59e-15 
 4 Eating disorders                      "   1.29" "   0.21"    "   2.37"   0.55  0.02     
 5 OCDs                                  "   2.09" "   1.14"    "   3.05"   0.49  1.75e-05 
 6 PTSD                                  "   2.58" "   1.56"    "   3.61"   0.52  7.56e-07 
 7 Depressive disorders                  "   2.53" "   2.31"    "   2.75"   0.11  1.56e-106
 8 Bipolar disorders                     "   3.23" "   2.81"    "   3.64"   0.21  5.28e-52 
 9 Female                                "   0.58" "   0.37"    "   0.79"   0.11  3.42e-08 
10 Non-binary/Self-defined               "  -0.04" "  -0.72"    "   0.64"   0.35  0.91     
11 Age                                   "-121.62" "-133.06"    "-110.18"   5.84  8.19e-95 
12 Age^2                                 "  10.80" "  -0.08"    "  21.68"   5.55  0.05     
13 Mixed or multiple ethnic origins      "  -0.45" "  -1.03"    "   0.13"   0.30  0.13     
14 Asian or Asian British                "   0.08" "  -0.76"    "   0.93"   0.43  0.85     
15 African or African British            "  -0.07" "  -1.41"    "   1.27"   0.68  0.92     
16 Other ethnicity                       "   0.55" "  -0.49"    "   1.59"   0.53  0.30     
17 Key worker                            "  -0.05" "  -0.22"    "   0.12"   0.09  0.57     
18 Time difference: Lockdown to baseline "  -0.02" "  -0.07"    "   0.02"   0.02  0.34     
n R2 adjust. R2 F p value df
16839 0.19 0.19 657.64 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 16839 0.19  0.19         657.64 0.00e+00      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.95 2.55 3.35 0.20 7.90e-47
gad.sum_score_retro 0.51 0.50 0.53 0.01 0.00e+00
Depressive and anxiety disorder 2.57 2.34 2.79 0.11 2.83e-109
Only depressive disorder 1.14 0.85 1.42 0.14 4.22e-15
Only anxiety disorder 1.70 1.35 2.05 0.18 7.64e-22
Eating disorders 0.58 0.30 0.87 0.15 7.13e-05
OCDs 0.40 0.12 0.67 0.14 0.004
Psychotic and bipolar disorder 0.39 -0.44 1.21 0.42 0.36
Only psychotic disorder 0.34 -0.34 1.02 0.35 0.32
Only bipolar disorder 0.32 -0.09 0.73 0.21 0.12
PTSD 1.06 0.81 1.32 0.13 5.80e-16
ASD 0.64 0.11 1.17 0.27 0.02
ADHD 0.40 -0.32 1.11 0.36 0.28
Personality disorder 1.04 0.68 1.41 0.19 2.32e-08
Female 0.48 0.28 0.69 0.10 3.22e-06
Non-binary/Self-defined -0.43 -1.10 0.24 0.34 0.21
Age -106.45 -117.87 -95.03 5.83 1.31e-73
Age2 15.07 4.41 25.72 5.44 0.006
Mixed or multiple ethnic origins -0.41 -0.98 0.16 0.29 0.16
Asian or Asian British 0.28 -0.53 1.09 0.41 0.50
African or African British -0.07 -1.39 1.25 0.67 0.92
Other ethnicity 0.38 -0.63 1.38 0.51 0.46
Key worker 0.06 -0.11 0.23 0.09 0.48
Time difference: Lockdown to baseline -0.02 -0.06 0.03 0.02 0.47
# A tibble: 24 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "   2.95" "   2.55"    "  3.35"    0.20  7.90e-47 
 2 gad.sum_score_retro             "   0.51" "   0.50"    "  0.53"    0.01  0.00e+00 
 3 Depressive and anxiety disorder "   2.57" "   2.34"    "  2.79"    0.11  2.83e-109
 4 Only depressive disorder        "   1.14" "   0.85"    "  1.42"    0.14  4.22e-15 
 5 Only anxiety disorder           "   1.70" "   1.35"    "  2.05"    0.18  7.64e-22 
 6 Eating disorders                "   0.58" "   0.30"    "  0.87"    0.15  7.13e-05 
 7 OCDs                            "   0.40" "   0.12"    "  0.67"    0.14  0.004    
 8 Psychotic and bipolar disorder  "   0.39" "  -0.44"    "  1.21"    0.42  0.36     
 9 Only psychotic disorder         "   0.34" "  -0.34"    "  1.02"    0.35  0.32     
10 Only bipolar disorder           "   0.32" "  -0.09"    "  0.73"    0.21  0.12     
# … with 14 more rows
n R2 adjust. R2 F p value df
16839 0.19 0.19 657.64 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 16839 0.19  0.19         657.64 0.00e+00      6

GAD retro: sensitivity

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.16 1.00 3.32 0.59 2.65e-04
Anxiety disorders 1.11 -0.16 2.38 0.65 0.09
Eating disorders 1.99 -0.40 4.38 1.22 0.10
OCDs 1.16 -0.57 2.88 0.88 0.19
PTSD 1.80 -0.09 3.70 0.97 0.06
Depressive disorders 1.19 0.03 2.36 0.60 0.05
Bipolar disorders 1.05 -0.20 2.30 0.64 0.10
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            2.16     " 1.00"      3.32        0.59  2.65e-04 
2 Anxiety disorders    1.11     "-0.16"      2.38        0.65  0.09     
3 Eating disorders     1.99     "-0.40"      4.38        1.22  0.10     
4 OCDs                 1.16     "-0.57"      2.88        0.88  0.19     
5 PTSD                 1.80     "-0.09"      3.70        0.97  0.06     
6 Depressive disorders 1.19     " 0.03"      2.36        0.60  0.05     
7 Bipolar disorders    1.05     "-0.20"      2.30        0.64  0.10     
n R2 adjust. R2 F p value df
8058 0.00 0.00 0.94 0.47 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8058  0.00  0.00         0.94  0.47          6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.55 1.72 3.38 0.42 1.97e-09
Depressive and anxiety disorder 0.73 -0.11 1.57 0.43 0.09
Only depressive disorder 0.15 -0.76 1.07 0.47 0.74
Only anxiety disorder 0.84 -0.11 1.78 0.48 0.08
Eating disorders 0.55 0.16 0.93 0.20 0.006
OCDs -0.21 -0.57 0.15 0.18 0.25
Psychotic and bipolar disorder -0.30 -1.39 0.79 0.56 0.59
Only psychotic disorder -0.16 -1.07 0.74 0.46 0.73
Only bipolar disorder -0.29 -0.83 0.24 0.27 0.28
PTSD 0.39 0.06 0.73 0.17 0.02
ASD 0.22 -0.49 0.92 0.36 0.55
ADHD 0.12 -0.86 1.09 0.50 0.81
Personality disorder 0.42 -0.06 0.90 0.24 0.09
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.55"  " 1.72"      3.38        0.42  1.97e-09 
 2 Depressive and anxiety disorder " 0.73"  "-0.11"      1.57        0.43  0.09     
 3 Only depressive disorder        " 0.15"  "-0.76"      1.07        0.47  0.74     
 4 Only anxiety disorder           " 0.84"  "-0.11"      1.78        0.48  0.08     
 5 Eating disorders                " 0.55"  " 0.16"      0.93        0.20  0.006    
 6 OCDs                            "-0.21"  "-0.57"      0.15        0.18  0.25     
 7 Psychotic and bipolar disorder  "-0.30"  "-1.39"      0.79        0.56  0.59     
 8 Only psychotic disorder         "-0.16"  "-1.07"      0.74        0.46  0.73     
 9 Only bipolar disorder           "-0.29"  "-0.83"      0.24        0.27  0.28     
10 PTSD                            " 0.39"  " 0.06"      0.73        0.17  0.02     
11 ASD                             " 0.22"  "-0.49"      0.92        0.36  0.55     
12 ADHD                            " 0.12"  "-0.86"      1.09        0.50  0.81     
13 Personality disorder            " 0.42"  "-0.06"      0.90        0.24  0.09     
n R2 adjust. R2 F p value df
8058 0.00 0.00 0.94 0.47 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8058  0.00  0.00         0.94  0.47          6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.52 1.18 3.86 0.68 2.21e-04
Anxiety disorders 0.99 -0.27 2.25 0.64 0.12
Eating disorders 1.69 -0.69 4.06 1.21 0.16
OCDs 0.90 -0.81 2.61 0.87 0.30
PTSD 1.94 0.06 3.82 0.96 0.04
Depressive disorders 1.23 0.06 2.39 0.59 0.04
Bipolar disorders 1.17 -0.08 2.41 0.63 0.07
Female 0.67 0.33 1.01 0.17 1.22e-04
Non-binary/Self-defined -0.64 -1.56 0.28 0.47 0.17
age_category_collapsed_reordered16-18 -0.22 -0.99 0.54 0.39 0.57
19-25 years 0.72 0.31 1.12 0.21 6.13e-04
36-45 years -0.46 -0.82 -0.09 0.19 0.01
46-55 years -0.66 -1.02 -0.30 0.18 3.10e-04
56-65 years -1.17 -1.58 -0.75 0.21 2.79e-08
66-70 years -1.42 -2.20 -0.65 0.40 3.24e-04
71-75 years -2.06 -3.10 -1.02 0.53 1.11e-04
76+ years -2.91 -5.13 -0.69 1.13 0.01
Mixed or multiple ethnic origins -0.80 -1.63 0.03 0.42 0.06
Asian or Asian British 0.11 -1.24 1.47 0.69 0.87
African or African British -1.27 -3.25 0.71 1.01 0.21
Other ethnicity 0.05 -1.26 1.36 0.67 0.94
Time difference: Lockdown to baseline -0.07 -0.15 0.00 0.04 0.05
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " 2.52"  " 1.18"      " 3.86"     0.68  2.21e-04 
 2 Anxiety disorders                     " 0.99"  "-0.27"      " 2.25"     0.64  0.12     
 3 Eating disorders                      " 1.69"  "-0.69"      " 4.06"     1.21  0.16     
 4 OCDs                                  " 0.90"  "-0.81"      " 2.61"     0.87  0.30     
 5 PTSD                                  " 1.94"  " 0.06"      " 3.82"     0.96  0.04     
 6 Depressive disorders                  " 1.23"  " 0.06"      " 2.39"     0.59  0.04     
 7 Bipolar disorders                     " 1.17"  "-0.08"      " 2.41"     0.63  0.07     
 8 Female                                " 0.67"  " 0.33"      " 1.01"     0.17  1.22e-04 
 9 Non-binary/Self-defined               "-0.64"  "-1.56"      " 0.28"     0.47  0.17     
10 age_category_collapsed_reordered16-18 "-0.22"  "-0.99"      " 0.54"     0.39  0.57     
# … with 12 more rows
n R2 adjust. R2 F p value df
8058 0.00 0.00 0.94 0.47 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8058  0.00  0.00         0.94  0.47          6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.81 1.73 3.89 0.55 3.49e-07
Depressive and anxiety disorder 0.71 -0.14 1.55 0.43 0.10
Only depressive disorder 0.37 -0.54 1.29 0.47 0.43
Only anxiety disorder 0.67 -0.27 1.62 0.48 0.16
Eating disorders 0.37 -0.02 0.76 0.20 0.06
OCDs -0.27 -0.63 0.09 0.18 0.15
Psychotic and bipolar disorder 0.03 -1.05 1.12 0.55 0.95
Only psychotic disorder 0.11 -0.80 1.02 0.46 0.81
Only bipolar disorder -0.17 -0.70 0.37 0.27 0.54
PTSD 0.46 0.12 0.80 0.17 0.008
ASD 0.25 -0.46 0.96 0.36 0.50
ADHD 0.21 -0.76 1.18 0.50 0.67
Personality disorder 0.29 -0.19 0.77 0.24 0.23
Female 0.59 0.25 0.93 0.17 7.07e-04
Non-binary/Self-defined -0.76 -1.68 0.16 0.47 0.10
age_category_collapsed_reordered16-18 -0.09 -0.86 0.67 0.39 0.81
19-25 years 0.74 0.33 1.15 0.21 3.64e-04
36-45 years -0.44 -0.81 -0.08 0.19 0.02
46-55 years -0.65 -1.01 -0.29 0.18 4.23e-04
56-65 years -1.05 -1.47 -0.64 0.21 6.77e-07
66-70 years -1.22 -2.01 -0.44 0.40 0.002
71-75 years -1.69 -2.74 -0.65 0.53 0.001
76+ years -2.61 -4.83 -0.39 1.13 0.02
Mixed or multiple ethnic origins -0.74 -1.57 0.09 0.42 0.08
Asian or Asian British 0.14 -1.20 1.49 0.69 0.83
African or African British -1.24 -3.21 0.74 1.01 0.22
Other ethnicity -0.14 -1.42 1.14 0.65 0.83
Key worker 0.36 0.11 0.61 0.13 0.005
Time difference: Lockdown to baseline -0.07 -0.15 0.00 0.04 0.06
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.81"  " 1.73"      " 3.89"     0.55  3.49e-07 
 2 Depressive and anxiety disorder " 0.71"  "-0.14"      " 1.55"     0.43  0.10     
 3 Only depressive disorder        " 0.37"  "-0.54"      " 1.29"     0.47  0.43     
 4 Only anxiety disorder           " 0.67"  "-0.27"      " 1.62"     0.48  0.16     
 5 Eating disorders                " 0.37"  "-0.02"      " 0.76"     0.20  0.06     
 6 OCDs                            "-0.27"  "-0.63"      " 0.09"     0.18  0.15     
 7 Psychotic and bipolar disorder  " 0.03"  "-1.05"      " 1.12"     0.55  0.95     
 8 Only psychotic disorder         " 0.11"  "-0.80"      " 1.02"     0.46  0.81     
 9 Only bipolar disorder           "-0.17"  "-0.70"      " 0.37"     0.27  0.54     
10 PTSD                            " 0.46"  " 0.12"      " 0.80"     0.17  0.008    
# … with 19 more rows
n R2 adjust. R2 F p value df
8058 0.00 0.00 0.94 0.47 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8058  0.00  0.00         0.94  0.47          6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.62 3.56 5.69 0.54 2.04e-17
gad.sum_score_retro 0.52 0.50 0.55 0.01 0.00e+00
Anxiety disorders 1.15 0.00 2.31 0.59 0.05
Eating disorders 2.74 0.56 4.93 1.11 0.01
OCDs 2.21 0.64 3.78 0.80 0.006
PTSD 2.11 0.39 3.84 0.88 0.02
Depressive disorders 1.73 0.66 2.79 0.54 0.001
Bipolar disorders 2.17 1.03 3.31 0.58 1.86e-04
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            4.62     3.56         5.69        0.54  2.04e-17 
2 gad.sum_score_retro  0.52     0.50         0.55        0.01  0.00e+00 
3 Anxiety disorders    1.15     0.00         2.31        0.59  0.05     
4 Eating disorders     2.74     0.56         4.93        1.11  0.01     
5 OCDs                 2.21     0.64         3.78        0.80  0.006    
6 PTSD                 2.11     0.39         3.84        0.88  0.02     
7 Depressive disorders 1.73     0.66         2.79        0.54  0.001    
8 Bipolar disorders    2.17     1.03         3.31        0.58  1.86e-04 
n R2 adjust. R2 F p value df
8058 0.20 0.20 290.49 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 8058  0.20  0.20         290.49 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.45 4.69 6.21 0.39 2.82e-44
gad.sum_score_retro 0.48 0.46 0.51 0.01 0.00e+00
Depressive and anxiety disorder 0.89 0.13 1.65 0.39 0.02
Only depressive disorder -0.64 -1.46 0.18 0.42 0.13
Only anxiety disorder 0.67 -0.18 1.52 0.43 0.12
Eating disorders 0.88 0.53 1.23 0.18 8.46e-07
OCDs 0.51 0.19 0.84 0.17 0.002
Psychotic and bipolar disorder -0.33 -1.31 0.65 0.50 0.51
Only psychotic disorder 0.14 -0.68 0.95 0.42 0.74
Only bipolar disorder 0.07 -0.41 0.55 0.25 0.77
PTSD 0.84 0.54 1.15 0.16 6.51e-08
ASD 0.86 0.23 1.49 0.32 0.008
ADHD 0.52 -0.36 1.39 0.45 0.25
Personality disorder 1.26 0.83 1.69 0.22 1.31e-08
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.45"  " 4.69"      6.21        0.39  2.82e-44 
 2 gad.sum_score_retro             " 0.48"  " 0.46"      0.51        0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.89"  " 0.13"      1.65        0.39  0.02     
 4 Only depressive disorder        "-0.64"  "-1.46"      0.18        0.42  0.13     
 5 Only anxiety disorder           " 0.67"  "-0.18"      1.52        0.43  0.12     
 6 Eating disorders                " 0.88"  " 0.53"      1.23        0.18  8.46e-07 
 7 OCDs                            " 0.51"  " 0.19"      0.84        0.17  0.002    
 8 Psychotic and bipolar disorder  "-0.33"  "-1.31"      0.65        0.50  0.51     
 9 Only psychotic disorder         " 0.14"  "-0.68"      0.95        0.42  0.74     
10 Only bipolar disorder           " 0.07"  "-0.41"      0.55        0.25  0.77     
11 PTSD                            " 0.84"  " 0.54"      1.15        0.16  6.51e-08 
12 ASD                             " 0.86"  " 0.23"      1.49        0.32  0.008    
13 ADHD                            " 0.52"  "-0.36"      1.39        0.45  0.25     
14 Personality disorder            " 1.26"  " 0.83"      1.69        0.22  1.31e-08 
n R2 adjust. R2 F p value df
9688 0.01 0.01 11.18 1.82e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 9688  0.01  0.01         11.18 1.82e-12      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.78 3.55 6.01 0.63 2.77e-14
gad.sum_score_retro 0.50 0.48 0.53 0.01 0.00e+00
Anxiety disorders 1.16 0.02 2.31 0.58 0.05
Eating disorders 2.59 0.43 4.74 1.10 0.02
OCDs 2.00 0.44 3.55 0.79 0.01
PTSD 2.51 0.80 4.22 0.87 0.004
Depressive disorders 1.99 0.93 3.05 0.54 2.34e-04
Bipolar disorders 2.54 1.40 3.67 0.58 1.17e-05
Female 0.53 0.22 0.84 0.16 7.40e-04
Non-binary/Self-defined 0.01 -0.82 0.84 0.42 0.99
age_category_collapsed_reordered16-18 1.11 0.41 1.81 0.36 0.002
19-25 years 0.99 0.61 1.36 0.19 2.01e-07
36-45 years -0.46 -0.79 -0.12 0.17 0.007
46-55 years -0.76 -1.08 -0.43 0.17 5.19e-06
56-65 years -1.48 -1.85 -1.10 0.19 1.13e-14
66-70 years -2.09 -2.80 -1.37 0.36 9.14e-09
71-75 years -2.93 -3.88 -1.98 0.48 1.50e-09
76+ years -2.70 -4.71 -0.68 1.03 0.009
Mixed or multiple ethnic origins -0.60 -1.35 0.15 0.38 0.12
Asian or Asian British 0.20 -1.03 1.43 0.63 0.75
African or African British -0.42 -2.21 1.37 0.91 0.64
Other ethnicity 0.37 -0.81 1.56 0.60 0.53
Key worker -0.16 -0.39 0.07 0.12 0.18
Time difference: Lockdown to baseline -0.04 -0.11 0.03 0.03 0.30
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 4.78"  " 3.55"      " 6.01"     0.63  2.77e-14 
 2 gad.sum_score_retro     " 0.50"  " 0.48"      " 0.53"     0.01  0.00e+00 
 3 Anxiety disorders       " 1.16"  " 0.02"      " 2.31"     0.58  0.05     
 4 Eating disorders        " 2.59"  " 0.43"      " 4.74"     1.10  0.02     
 5 OCDs                    " 2.00"  " 0.44"      " 3.55"     0.79  0.01     
 6 PTSD                    " 2.51"  " 0.80"      " 4.22"     0.87  0.004    
 7 Depressive disorders    " 1.99"  " 0.93"      " 3.05"     0.54  2.34e-04 
 8 Bipolar disorders       " 2.54"  " 1.40"      " 3.67"     0.58  1.17e-05 
 9 Female                  " 0.53"  " 0.22"      " 0.84"     0.16  7.40e-04 
10 Non-binary/Self-defined " 0.01"  "-0.82"      " 0.84"     0.42  0.99     
# … with 14 more rows
n R2 adjust. R2 F p value df
9688 0.01 0.01 11.18 1.82e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 9688  0.01  0.01         11.18 1.82e-12      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.60 4.63 6.58 0.50 3.63e-29
gad.sum_score_retro 0.47 0.45 0.49 0.01 2.49e-310
Depressive and anxiety disorder 1.03 0.27 1.79 0.39 0.008
Only depressive disorder -0.21 -1.03 0.61 0.42 0.61
Only anxiety disorder 0.58 -0.27 1.43 0.43 0.18
Eating disorders 0.69 0.34 1.04 0.18 1.04e-04
OCDs 0.42 0.10 0.75 0.17 0.01
Psychotic and bipolar disorder -0.02 -0.99 0.95 0.50 0.97
Only psychotic disorder 0.34 -0.47 1.16 0.41 0.41
Only bipolar disorder 0.21 -0.27 0.69 0.24 0.39
PTSD 0.94 0.63 1.24 0.16 1.62e-09
ASD 0.65 0.01 1.29 0.32 0.05
ADHD 0.53 -0.35 1.40 0.44 0.24
Personality disorder 1.12 0.69 1.55 0.22 3.69e-07
Female 0.39 0.09 0.70 0.16 0.01
Non-binary/Self-defined -0.43 -1.26 0.39 0.42 0.30
age_category_collapsed_reordered16-18 1.20 0.51 1.88 0.35 6.43e-04
19-25 years 0.99 0.62 1.35 0.19 1.31e-07
36-45 years -0.40 -0.73 -0.07 0.17 0.02
46-55 years -0.63 -0.95 -0.31 0.17 1.41e-04
56-65 years -1.24 -1.61 -0.87 0.19 7.82e-11
66-70 years -1.80 -2.51 -1.10 0.36 5.13e-07
71-75 years -2.40 -3.33 -1.46 0.48 5.09e-07
76+ years -2.27 -4.26 -0.28 1.01 0.03
Mixed or multiple ethnic origins -0.56 -1.30 0.18 0.38 0.14
Asian or Asian British 0.30 -0.91 1.51 0.62 0.63
African or African British -0.32 -2.10 1.45 0.90 0.72
Other ethnicity 0.23 -0.91 1.38 0.58 0.69
Key worker -0.03 -0.25 0.20 0.12 0.82
Time difference: Lockdown to baseline -0.03 -0.10 0.04 0.03 0.39
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.60"  " 4.63"      " 6.58"     0.50  3.63e-29 
 2 gad.sum_score_retro             " 0.47"  " 0.45"      " 0.49"     0.01  2.49e-310
 3 Depressive and anxiety disorder " 1.03"  " 0.27"      " 1.79"     0.39  0.008    
 4 Only depressive disorder        "-0.21"  "-1.03"      " 0.61"     0.42  0.61     
 5 Only anxiety disorder           " 0.58"  "-0.27"      " 1.43"     0.43  0.18     
 6 Eating disorders                " 0.69"  " 0.34"      " 1.04"     0.18  1.04e-04 
 7 OCDs                            " 0.42"  " 0.10"      " 0.75"     0.17  0.01     
 8 Psychotic and bipolar disorder  "-0.02"  "-0.99"      " 0.95"     0.50  0.97     
 9 Only psychotic disorder         " 0.34"  "-0.47"      " 1.16"     0.41  0.41     
10 Only bipolar disorder           " 0.21"  "-0.27"      " 0.69"     0.24  0.39     
# … with 20 more rows
n R2 adjust. R2 F p value df
9688 0.01 0.01 11.18 1.82e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 9688  0.01  0.01         11.18 1.82e-12      6

PHQ baseline, not controlling for prior symptoms

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.31 3.20 3.42 0.05 0.00e+00
Anxiety disorders 3.48 3.20 3.77 0.15 1.82e-122
Eating disorders 4.06 3.14 4.99 0.47 8.24e-18
OCDs 6.00 5.24 6.76 0.39 3.57e-54
PTSD 5.18 4.42 5.93 0.39 5.41e-41
Depressive disorders 7.19 7.05 7.33 0.07 0.00e+00
Bipolar disorders 9.75 9.39 10.12 0.19 0.00e+00
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            3.31     3.20         " 3.42"     0.05  0.00e+00 
2 Anxiety disorders    3.48     3.20         " 3.77"     0.15  1.82e-122
3 Eating disorders     4.06     3.14         " 4.99"     0.47  8.24e-18 
4 OCDs                 6.00     5.24         " 6.76"     0.39  3.57e-54 
5 PTSD                 5.18     4.42         " 5.93"     0.39  5.41e-41 
6 Depressive disorders 7.19     7.05         " 7.33"     0.07  0.00e+00 
7 Bipolar disorders    9.75     9.39         "10.12"     0.19  0.00e+00 
n R2 adjust. R2 F p value df
31315 0.26 0.26 1846.76 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31315 0.26  0.26         1846.76 0.00e+00      6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.56 3.46 3.66 0.05 0.00e+00
Depressive and anxiety disorder 6.64 6.49 6.79 0.08 0.00e+00
Only depressive disorder 3.53 3.33 3.73 0.10 7.11e-257
Only anxiety disorder 3.22 2.97 3.48 0.13 5.24e-133
Eating disorders 2.18 1.92 2.45 0.14 4.24e-57
OCDs 2.04 1.78 2.30 0.13 4.62e-54
Psychotic and bipolar disorder 0.27 -0.46 1.00 0.37 0.47
Only psychotic disorder 0.80 0.17 1.42 0.32 0.01
Only bipolar disorder 1.31 0.91 1.70 0.20 6.16e-11
PTSD 2.05 1.81 2.29 0.12 1.16e-63
ASD 2.80 2.34 3.27 0.24 4.82e-32
ADHD 1.90 1.28 2.51 0.31 1.73e-09
Personality disorder 3.40 3.06 3.74 0.17 6.36e-84
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       3.56     " 3.46"      3.66        0.05  0.00e+00 
 2 Depressive and anxiety disorder 6.64     " 6.49"      6.79        0.08  0.00e+00 
 3 Only depressive disorder        3.53     " 3.33"      3.73        0.10  7.11e-257
 4 Only anxiety disorder           3.22     " 2.97"      3.48        0.13  5.24e-133
 5 Eating disorders                2.18     " 1.92"      2.45        0.14  4.24e-57 
 6 OCDs                            2.04     " 1.78"      2.30        0.13  4.62e-54 
 7 Psychotic and bipolar disorder  0.27     "-0.46"      1.00        0.37  0.47     
 8 Only psychotic disorder         0.80     " 0.17"      1.42        0.32  0.01     
 9 Only bipolar disorder           1.31     " 0.91"      1.70        0.20  6.16e-11 
10 PTSD                            2.05     " 1.81"      2.29        0.12  1.16e-63 
11 ASD                             2.80     " 2.34"      3.27        0.24  4.82e-32 
12 ADHD                            1.90     " 1.28"      2.51        0.31  1.73e-09 
13 Personality disorder            3.40     " 3.06"      3.74        0.17  6.36e-84 
n R2 adjust. R2 F p value df
31315 0.26 0.26 1846.76 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31315 0.26  0.26         1846.76 0.00e+00      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.21 5.88 6.54 0.17 2.84e-294
Anxiety disorders 2.11 1.82 2.40 0.15 4.71e-45
Eating disorders 2.21 1.30 3.12 0.46 2.01e-06
OCDs 3.15 2.41 3.90 0.38 1.13e-16
PTSD 4.04 3.29 4.79 0.38 9.48e-26
Depressive disorders 5.91 5.76 6.07 0.08 0.00e+00
Bipolar disorders 8.33 7.97 8.69 0.18 0.00e+00
Female 0.92 0.76 1.08 0.08 4.69e-30
Non-binary/Self-defined 2.57 1.93 3.20 0.32 2.88e-15
age_category_collapsed_reordered16-18 5.86 5.43 6.28 0.22 5.17e-160
19-25 years 2.35 2.06 2.64 0.15 5.29e-56
36-45 years -0.77 -1.01 -0.52 0.12 6.56e-10
46-55 years -1.24 -1.47 -1.02 0.11 2.26e-27
56-65 years -2.42 -2.64 -2.19 0.11 3.89e-99
66-70 years -3.60 -3.89 -3.32 0.14 3.28e-135
71-75 years -3.75 -4.07 -3.42 0.17 6.47e-111
76+ years -3.60 -4.10 -3.10 0.25 2.18e-45
Mixed or multiple ethnic origins 0.38 -0.12 0.89 0.26 0.14
Asian or Asian British -0.12 -0.74 0.49 0.31 0.70
African or African British 0.00 -1.05 1.05 0.53 1.00
Other ethnicity 1.14 0.21 2.08 0.48 0.02
Time difference: Lockdown to baseline -0.21 -0.25 -0.18 0.02 9.53e-36
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " 6.21"  " 5.88"      " 6.54"     0.17  2.84e-294
 2 Anxiety disorders                     " 2.11"  " 1.82"      " 2.40"     0.15  4.71e-45 
 3 Eating disorders                      " 2.21"  " 1.30"      " 3.12"     0.46  2.01e-06 
 4 OCDs                                  " 3.15"  " 2.41"      " 3.90"     0.38  1.13e-16 
 5 PTSD                                  " 4.04"  " 3.29"      " 4.79"     0.38  9.48e-26 
 6 Depressive disorders                  " 5.91"  " 5.76"      " 6.07"     0.08  0.00e+00 
 7 Bipolar disorders                     " 8.33"  " 7.97"      " 8.69"     0.18  0.00e+00 
 8 Female                                " 0.92"  " 0.76"      " 1.08"     0.08  4.69e-30 
 9 Non-binary/Self-defined               " 2.57"  " 1.93"      " 3.20"     0.32  2.88e-15 
10 age_category_collapsed_reordered16-18 " 5.86"  " 5.43"      " 6.28"     0.22  5.17e-160
# … with 12 more rows
n R2 adjust. R2 F p value df
31315 0.26 0.26 1846.76 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31315 0.26  0.26         1846.76 0.00e+00      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.34 6.02 6.66 0.16 2.46e-321
Depressive and anxiety disorder 5.56 5.39 5.72 0.08 0.00e+00
Only depressive disorder 3.37 3.17 3.58 0.11 2.75e-220
Only anxiety disorder 2.04 1.78 2.31 0.13 1.74e-52
Eating disorders 1.56 1.29 1.82 0.13 4.43e-31
OCDs 1.44 1.19 1.69 0.13 6.49e-29
Psychotic and bipolar disorder 0.55 -0.16 1.26 0.36 0.13
Only psychotic disorder 0.87 0.26 1.48 0.31 0.005
Only bipolar disorder 1.48 1.10 1.86 0.20 3.66e-14
PTSD 2.08 1.84 2.31 0.12 1.95e-67
ASD 1.47 1.01 1.93 0.23 3.46e-10
ADHD 1.11 0.50 1.71 0.31 3.42e-04
Personality disorder 3.05 2.72 3.39 0.17 4.89e-71
Female 0.84 0.69 0.99 0.08 3.12e-27
Non-binary/Self-defined 1.38 0.77 1.99 0.31 9.79e-06
age_category_collapsed_reordered16-18 5.95 5.55 6.35 0.20 1.42e-184
19-25 years 2.16 1.88 2.44 0.14 7.55e-52
36-45 years -0.59 -0.82 -0.35 0.12 8.90e-07
46-55 years -0.84 -1.06 -0.62 0.11 4.21e-14
56-65 years -1.91 -2.13 -1.69 0.11 1.20e-65
66-70 years -3.15 -3.43 -2.87 0.14 4.83e-106
71-75 years -3.33 -3.65 -3.01 0.16 7.60e-91
76+ years -3.19 -3.67 -2.70 0.25 2.05e-38
Mixed or multiple ethnic origins 0.37 -0.11 0.86 0.25 0.13
Asian or Asian British 0.29 -0.29 0.87 0.30 0.33
African or African British 0.18 -0.82 1.18 0.51 0.72
Other ethnicity 0.80 -0.10 1.69 0.45 0.08
Key worker -0.67 -0.81 -0.53 0.07 9.05e-21
Time difference: Lockdown to baseline -0.22 -0.25 -0.19 0.02 9.25e-42
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 6.34"  " 6.02"      " 6.66"     0.16  2.46e-321
 2 Depressive and anxiety disorder " 5.56"  " 5.39"      " 5.72"     0.08  0.00e+00 
 3 Only depressive disorder        " 3.37"  " 3.17"      " 3.58"     0.11  2.75e-220
 4 Only anxiety disorder           " 2.04"  " 1.78"      " 2.31"     0.13  1.74e-52 
 5 Eating disorders                " 1.56"  " 1.29"      " 1.82"     0.13  4.43e-31 
 6 OCDs                            " 1.44"  " 1.19"      " 1.69"     0.13  6.49e-29 
 7 Psychotic and bipolar disorder  " 0.55"  "-0.16"      " 1.26"     0.36  0.13     
 8 Only psychotic disorder         " 0.87"  " 0.26"      " 1.48"     0.31  0.005    
 9 Only bipolar disorder           " 1.48"  " 1.10"      " 1.86"     0.20  3.66e-14 
10 PTSD                            " 2.08"  " 1.84"      " 2.31"     0.12  1.95e-67 
# … with 19 more rows
n R2 adjust. R2 F p value df
31315 0.26 0.26 1846.76 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31315 0.26  0.26         1846.76 0.00e+00      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.34 2.00 2.69 0.18 1.27e-39
Anxiety disorders 2.02 1.68 2.37 0.18 1.40e-30
Eating disorders 2.44 1.38 3.49 0.54 6.42e-06
OCDs 3.94 3.02 4.86 0.47 3.70e-17
PTSD 4.00 3.00 5.00 0.51 3.81e-15
Depressive disorders 6.15 5.97 6.32 0.09 0.00e+00
Bipolar disorders 8.50 8.11 8.89 0.20 0.00e+00
Female 0.56 0.39 0.73 0.09 1.01e-10
Non-binary/Self-defined 2.17 1.48 2.85 0.35 5.84e-10
Age -280.44 -293.04 -267.84 6.43 0.00e+00
Age2 31.51 20.12 42.89 5.81 5.88e-08
Mixed or multiple ethnic origins 0.44 -0.13 1.00 0.29 0.13
Asian or Asian British 0.04 -0.70 0.78 0.38 0.91
African or African British -0.12 -1.29 1.06 0.60 0.84
Other ethnicity 1.48 0.42 2.54 0.54 0.006
Time difference: Lockdown to baseline 0.09 0.04 0.13 0.02 6.90e-05
# A tibble: 16 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "   2.34" "   2.00"    "   2.69"   0.18  1.27e-39 
 2 Anxiety disorders                     "   2.02" "   1.68"    "   2.37"   0.18  1.40e-30 
 3 Eating disorders                      "   2.44" "   1.38"    "   3.49"   0.54  6.42e-06 
 4 OCDs                                  "   3.94" "   3.02"    "   4.86"   0.47  3.70e-17 
 5 PTSD                                  "   4.00" "   3.00"    "   5.00"   0.51  3.81e-15 
 6 Depressive disorders                  "   6.15" "   5.97"    "   6.32"   0.09  0.00e+00 
 7 Bipolar disorders                     "   8.50" "   8.11"    "   8.89"   0.20  0.00e+00 
 8 Female                                "   0.56" "   0.39"    "   0.73"   0.09  1.01e-10 
 9 Non-binary/Self-defined               "   2.17" "   1.48"    "   2.85"   0.35  5.84e-10 
10 Age                                   "-280.44" "-293.04"    "-267.84"   6.43  0.00e+00 
11 Age^2                                 "  31.51" "  20.12"    "  42.89"   5.81  5.88e-08 
12 Mixed or multiple ethnic origins      "   0.44" "  -0.13"    "   1.00"   0.29  0.13     
13 Asian or Asian British                "   0.04" "  -0.70"    "   0.78"   0.38  0.91     
14 African or African British            "  -0.12" "  -1.29"    "   1.06"   0.60  0.84     
15 Other ethnicity                       "   1.48" "   0.42"    "   2.54"   0.54  0.006    
16 Time difference: Lockdown to baseline "   0.09" "   0.04"    "   0.13"   0.02  6.90e-05 
n R2 adjust. R2 F p value df
24450 0.31 0.31 1872.46 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 24450 0.31  0.31         1872.46 0.00e+00      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.64 2.30 2.97 0.17 1.09e-52
Depressive and anxiety disorder 5.84 5.66 6.03 0.09 0.00e+00
Only depressive disorder 3.61 3.37 3.84 0.12 2.68e-196
Only anxiety disorder 2.14 1.83 2.45 0.16 6.67e-42
Eating disorders 1.79 1.51 2.08 0.15 1.61e-34
OCDs 1.46 1.18 1.74 0.14 3.17e-25
Psychotic and bipolar disorder 0.34 -0.47 1.14 0.41 0.42
Only psychotic disorder 0.83 0.17 1.49 0.34 0.01
Only bipolar disorder 1.48 1.08 1.88 0.20 5.23e-13
PTSD 2.05 1.80 2.31 0.13 2.48e-55
ASD 1.57 1.04 2.10 0.27 6.06e-09
ADHD 0.77 0.06 1.47 0.36 0.03
Personality disorder 2.85 2.49 3.21 0.18 1.47e-53
Female 0.43 0.27 0.59 0.08 2.32e-07
Non-binary/Self-defined 1.09 0.43 1.75 0.34 0.001
Age -250.23 -262.89 -237.58 6.46 1.07e-317
Age2 14.63 3.35 25.91 5.75 0.01
Mixed or multiple ethnic origins 0.34 -0.20 0.88 0.27 0.22
Asian or Asian British 0.38 -0.32 1.09 0.36 0.28
African or African British -0.02 -1.14 1.09 0.57 0.97
Other ethnicity 1.07 0.06 2.07 0.51 0.04
Key worker -0.71 -0.86 -0.56 0.08 5.23e-20
Time difference: Lockdown to baseline 0.10 0.06 0.14 0.02 4.65e-06
# A tibble: 23 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "   2.64" "   2.30"    "   2.97"   0.17  1.09e-52 
 2 Depressive and anxiety disorder "   5.84" "   5.66"    "   6.03"   0.09  0.00e+00 
 3 Only depressive disorder        "   3.61" "   3.37"    "   3.84"   0.12  2.68e-196
 4 Only anxiety disorder           "   2.14" "   1.83"    "   2.45"   0.16  6.67e-42 
 5 Eating disorders                "   1.79" "   1.51"    "   2.08"   0.15  1.61e-34 
 6 OCDs                            "   1.46" "   1.18"    "   1.74"   0.14  3.17e-25 
 7 Psychotic and bipolar disorder  "   0.34" "  -0.47"    "   1.14"   0.41  0.42     
 8 Only psychotic disorder         "   0.83" "   0.17"    "   1.49"   0.34  0.01     
 9 Only bipolar disorder           "   1.48" "   1.08"    "   1.88"   0.20  5.23e-13 
10 PTSD                            "   2.05" "   1.80"    "   2.31"   0.13  2.48e-55 
# … with 13 more rows
n R2 adjust. R2 F p value df
24450 0.31 0.31 1872.46 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 24450 0.31  0.31         1872.46 0.00e+00      6

PHQ prepan

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.65 -2.63 -0.67 0.50 9.81e-04
Anxiety disorders 1.89 0.81 2.97 0.55 5.93e-04
Eating disorders 0.02 -2.07 2.12 1.07 0.98
OCDs 1.82 0.36 3.29 0.75 0.01
PTSD 1.28 -0.43 2.99 0.87 0.14
Depressive disorders 1.19 0.20 2.17 0.50 0.02
Bipolar disorders 0.79 -0.27 1.85 0.54 0.15
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            "-1.65"  "-2.63"      "-0.67"     0.50  9.81e-04 
2 Anxiety disorders    " 1.89"  " 0.81"      " 2.97"     0.55  5.93e-04 
3 Eating disorders     " 0.02"  "-2.07"      " 2.12"     1.07  0.98     
4 OCDs                 " 1.82"  " 0.36"      " 3.29"     0.75  0.01     
5 PTSD                 " 1.28"  "-0.43"      " 2.99"     0.87  0.14     
6 Depressive disorders " 1.19"  " 0.20"      " 2.17"     0.50  0.02     
7 Bipolar disorders    " 0.79"  "-0.27"      " 1.85"     0.54  0.15     
n R2 adjust. R2 F p value df
11134 0.00 0.00 3.57 0.002 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11134 0.00  0.00         3.57  0.002         6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.55 -2.26 -0.84 0.36 1.69e-05
Depressive and anxiety disorder 1.08 0.36 1.79 0.37 0.003
Only depressive disorder 0.94 0.16 1.71 0.39 0.02
Only anxiety disorder 1.75 0.94 2.56 0.41 2.28e-05
Eating disorders 0.37 0.02 0.72 0.18 0.04
OCDs 0.01 -0.32 0.33 0.17 0.96
Psychotic and bipolar disorder -0.79 -1.75 0.17 0.49 0.11
Only psychotic disorder 0.13 -0.66 0.92 0.40 0.75
Only bipolar disorder -0.32 -0.80 0.15 0.24 0.18
PTSD -0.17 -0.48 0.13 0.16 0.26
ASD 0.35 -0.28 0.98 0.32 0.28
ADHD 0.07 -0.79 0.93 0.44 0.87
Personality disorder -0.02 -0.44 0.41 0.22 0.93
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-1.55"  "-2.26"      "-0.84"     0.36  1.69e-05 
 2 Depressive and anxiety disorder " 1.08"  " 0.36"      " 1.79"     0.37  0.003    
 3 Only depressive disorder        " 0.94"  " 0.16"      " 1.71"     0.39  0.02     
 4 Only anxiety disorder           " 1.75"  " 0.94"      " 2.56"     0.41  2.28e-05 
 5 Eating disorders                " 0.37"  " 0.02"      " 0.72"     0.18  0.04     
 6 OCDs                            " 0.01"  "-0.32"      " 0.33"     0.17  0.96     
 7 Psychotic and bipolar disorder  "-0.79"  "-1.75"      " 0.17"     0.49  0.11     
 8 Only psychotic disorder         " 0.13"  "-0.66"      " 0.92"     0.40  0.75     
 9 Only bipolar disorder           "-0.32"  "-0.80"      " 0.15"     0.24  0.18     
10 PTSD                            "-0.17"  "-0.48"      " 0.13"     0.16  0.26     
11 ASD                             " 0.35"  "-0.28"      " 0.98"     0.32  0.28     
12 ADHD                            " 0.07"  "-0.79"      " 0.93"     0.44  0.87     
13 Personality disorder            "-0.02"  "-0.44"      " 0.41"     0.22  0.93     
n R2 adjust. R2 F p value df
11134 0.00 0.00 3.57 0.002 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11134 0.00  0.00         3.57  0.002         6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -2.11 -3.26 -0.97 0.58 2.90e-04
Anxiety disorders 1.82 0.74 2.90 0.55 9.92e-04
Eating disorders -0.14 -2.24 1.96 1.07 0.90
OCDs 1.65 0.18 3.11 0.75 0.03
PTSD 1.03 -0.69 2.75 0.88 0.24
Depressive disorders 1.13 0.14 2.12 0.50 0.02
Bipolar disorders 0.79 -0.28 1.85 0.54 0.15
Female 0.29 0.00 0.58 0.15 0.05
Non-binary/Self-defined -0.11 -0.93 0.72 0.42 0.80
age_category_collapsed_reordered16-18 0.03 -0.66 0.72 0.35 0.93
19-25 years 0.06 -0.32 0.44 0.19 0.75
36-45 years -0.04 -0.37 0.29 0.17 0.83
46-55 years -0.34 -0.66 -0.02 0.16 0.04
56-65 years -0.36 -0.72 0.00 0.18 0.05
66-70 years -0.31 -0.94 0.32 0.32 0.34
71-75 years -0.67 -1.51 0.17 0.43 0.12
76+ years 0.19 -1.46 1.83 0.84 0.82
Mixed or multiple ethnic origins -0.01 -0.76 0.74 0.38 0.97
Asian or Asian British -1.33 -2.55 -0.11 0.62 0.03
African or African British -1.12 -2.96 0.71 0.94 0.23
Other ethnicity -0.05 -1.22 1.11 0.60 0.93
Time difference: Lockdown to baseline 0.06 0.00 0.13 0.03 0.07
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "-2.11"  "-3.26"      "-0.97"     0.58  2.90e-04 
 2 Anxiety disorders                     " 1.82"  " 0.74"      " 2.90"     0.55  9.92e-04 
 3 Eating disorders                      "-0.14"  "-2.24"      " 1.96"     1.07  0.90     
 4 OCDs                                  " 1.65"  " 0.18"      " 3.11"     0.75  0.03     
 5 PTSD                                  " 1.03"  "-0.69"      " 2.75"     0.88  0.24     
 6 Depressive disorders                  " 1.13"  " 0.14"      " 2.12"     0.50  0.02     
 7 Bipolar disorders                     " 0.79"  "-0.28"      " 1.85"     0.54  0.15     
 8 Female                                " 0.29"  " 0.00"      " 0.58"     0.15  0.05     
 9 Non-binary/Self-defined               "-0.11"  "-0.93"      " 0.72"     0.42  0.80     
10 age_category_collapsed_reordered16-18 " 0.03"  "-0.66"      " 0.72"     0.35  0.93     
# … with 12 more rows
n R2 adjust. R2 F p value df
11134 0.00 0.00 3.57 0.002 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11134 0.00  0.00         3.57  0.002         6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -2.15 -3.08 -1.21 0.48 6.66e-06
Depressive and anxiety disorder 1.09 0.37 1.81 0.37 0.003
Only depressive disorder 0.99 0.21 1.77 0.40 0.01
Only anxiety disorder 1.72 0.91 2.54 0.42 3.42e-05
Eating disorders 0.32 -0.03 0.67 0.18 0.07
OCDs -0.02 -0.34 0.31 0.17 0.92
Psychotic and bipolar disorder -0.69 -1.65 0.27 0.49 0.16
Only psychotic disorder 0.15 -0.65 0.94 0.41 0.72
Only bipolar disorder -0.22 -0.70 0.25 0.24 0.36
PTSD -0.17 -0.48 0.14 0.16 0.27
ASD 0.35 -0.29 0.99 0.33 0.29
ADHD 0.05 -0.81 0.91 0.44 0.91
Personality disorder -0.05 -0.48 0.37 0.22 0.80
Female 0.26 -0.04 0.55 0.15 0.09
Non-binary/Self-defined -0.11 -0.94 0.72 0.42 0.79
age_category_collapsed_reordered16-18 0.05 -0.64 0.74 0.35 0.89
19-25 years 0.04 -0.34 0.42 0.19 0.83
36-45 years -0.02 -0.35 0.31 0.17 0.92
46-55 years -0.32 -0.64 0.00 0.16 0.05
56-65 years -0.33 -0.69 0.04 0.19 0.08
66-70 years -0.20 -0.84 0.44 0.32 0.54
71-75 years -0.53 -1.38 0.32 0.43 0.22
76+ years 0.29 -1.36 1.94 0.84 0.73
Mixed or multiple ethnic origins 0.02 -0.73 0.77 0.38 0.96
Asian or Asian British -1.19 -2.41 0.03 0.62 0.06
African or African British -1.09 -2.93 0.75 0.94 0.25
Other ethnicity -0.27 -1.43 0.89 0.59 0.64
Key worker 0.12 -0.10 0.35 0.12 0.29
Time difference: Lockdown to baseline 0.06 0.00 0.13 0.03 0.06
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-2.15"  "-3.08"      "-1.21"     0.48  6.66e-06 
 2 Depressive and anxiety disorder " 1.09"  " 0.37"      " 1.81"     0.37  0.003    
 3 Only depressive disorder        " 0.99"  " 0.21"      " 1.77"     0.40  0.01     
 4 Only anxiety disorder           " 1.72"  " 0.91"      " 2.54"     0.42  3.42e-05 
 5 Eating disorders                " 0.32"  "-0.03"      " 0.67"     0.18  0.07     
 6 OCDs                            "-0.02"  "-0.34"      " 0.31"     0.17  0.92     
 7 Psychotic and bipolar disorder  "-0.69"  "-1.65"      " 0.27"     0.49  0.16     
 8 Only psychotic disorder         " 0.15"  "-0.65"      " 0.94"     0.41  0.72     
 9 Only bipolar disorder           "-0.22"  "-0.70"      " 0.25"     0.24  0.36     
10 PTSD                            "-0.17"  "-0.48"      " 0.14"     0.16  0.27     
# … with 19 more rows
n R2 adjust. R2 F p value df
11134 0.00 0.00 3.57 0.002 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11134 0.00  0.00         3.57  0.002         6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -2.27 -3.39 -1.15 0.57 7.10e-05
Anxiety disorders 1.83 0.75 2.91 0.55 9.15e-04
Eating disorders -0.12 -2.22 1.98 1.07 0.91
OCDs 1.66 0.19 3.12 0.75 0.03
PTSD 1.07 -0.65 2.79 0.88 0.22
Depressive disorders 1.15 0.16 2.14 0.50 0.02
Bipolar disorders 0.81 -0.25 1.87 0.54 0.14
Female 0.29 0.00 0.58 0.15 0.05
Non-binary/Self-defined -0.12 -0.94 0.71 0.42 0.78
Age -17.75 -29.42 -6.08 5.95 0.003
Age2 -0.08 -11.51 11.35 5.83 0.99
Mixed or multiple ethnic origins -0.01 -0.77 0.74 0.38 0.97
Asian or Asian British -1.33 -2.55 -0.11 0.62 0.03
African or African British -1.13 -2.97 0.70 0.94 0.23
Other ethnicity -0.05 -1.22 1.12 0.60 0.93
Time difference: Lockdown to baseline 0.06 0.00 0.13 0.03 0.07
# A tibble: 16 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " -2.27" " -3.39"     "-1.15"     0.57  7.10e-05 
 2 Anxiety disorders                     "  1.83" "  0.75"     " 2.91"     0.55  9.15e-04 
 3 Eating disorders                      " -0.12" " -2.22"     " 1.98"     1.07  0.91     
 4 OCDs                                  "  1.66" "  0.19"     " 3.12"     0.75  0.03     
 5 PTSD                                  "  1.07" " -0.65"     " 2.79"     0.88  0.22     
 6 Depressive disorders                  "  1.15" "  0.16"     " 2.14"     0.50  0.02     
 7 Bipolar disorders                     "  0.81" " -0.25"     " 1.87"     0.54  0.14     
 8 Female                                "  0.29" "  0.00"     " 0.58"     0.15  0.05     
 9 Non-binary/Self-defined               " -0.12" " -0.94"     " 0.71"     0.42  0.78     
10 Age                                   "-17.75" "-29.42"     "-6.08"     5.95  0.003    
11 Age^2                                 " -0.08" "-11.51"     "11.35"     5.83  0.99     
12 Mixed or multiple ethnic origins      " -0.01" " -0.77"     " 0.74"     0.38  0.97     
13 Asian or Asian British                " -1.33" " -2.55"     "-0.11"     0.62  0.03     
14 African or African British            " -1.13" " -2.97"     " 0.70"     0.94  0.23     
15 Other ethnicity                       " -0.05" " -1.22"     " 1.12"     0.60  0.93     
16 Time difference: Lockdown to baseline "  0.06" "  0.00"     " 0.13"     0.03  0.07     
n R2 adjust. R2 F p value df
11134 0.00 0.00 3.57 0.002 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11134 0.00  0.00         3.57  0.002         6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -2.28 -3.18 -1.38 0.46 7.32e-07
Depressive and anxiety disorder 1.11 0.38 1.83 0.37 0.003
Only depressive disorder 1.01 0.23 1.78 0.40 0.01
Only anxiety disorder 1.73 0.92 2.55 0.42 3.12e-05
Eating disorders 0.32 -0.03 0.67 0.18 0.07
OCDs -0.02 -0.34 0.31 0.17 0.92
Psychotic and bipolar disorder -0.69 -1.66 0.27 0.49 0.16
Only psychotic disorder 0.16 -0.63 0.96 0.41 0.69
Only bipolar disorder -0.22 -0.69 0.26 0.24 0.37
PTSD -0.18 -0.48 0.13 0.16 0.26
ASD 0.34 -0.30 0.98 0.33 0.30
ADHD 0.06 -0.80 0.92 0.44 0.89
Personality disorder -0.06 -0.49 0.37 0.22 0.79
Female 0.25 -0.04 0.54 0.15 0.09
Non-binary/Self-defined -0.12 -0.95 0.71 0.42 0.77
Age -15.24 -27.15 -3.33 6.08 0.01
Age2 0.65 -11.14 12.45 6.02 0.91
Mixed or multiple ethnic origins 0.02 -0.74 0.77 0.38 0.96
Asian or Asian British -1.19 -2.41 0.03 0.62 0.06
African or African British -1.10 -2.94 0.73 0.94 0.24
Other ethnicity -0.27 -1.43 0.89 0.59 0.65
Key worker 0.12 -0.11 0.34 0.12 0.31
Time difference: Lockdown to baseline 0.06 0.00 0.13 0.03 0.06
# A tibble: 23 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " -2.28" " -3.18"     "-1.38"     0.46  7.32e-07 
 2 Depressive and anxiety disorder "  1.11" "  0.38"     " 1.83"     0.37  0.003    
 3 Only depressive disorder        "  1.01" "  0.23"     " 1.78"     0.40  0.01     
 4 Only anxiety disorder           "  1.73" "  0.92"     " 2.55"     0.42  3.12e-05 
 5 Eating disorders                "  0.32" " -0.03"     " 0.67"     0.18  0.07     
 6 OCDs                            " -0.02" " -0.34"     " 0.31"     0.17  0.92     
 7 Psychotic and bipolar disorder  " -0.69" " -1.66"     " 0.27"     0.49  0.16     
 8 Only psychotic disorder         "  0.16" " -0.63"     " 0.96"     0.41  0.69     
 9 Only bipolar disorder           " -0.22" " -0.69"     " 0.26"     0.24  0.37     
10 PTSD                            " -0.18" " -0.48"     " 0.13"     0.16  0.26     
# … with 13 more rows
n R2 adjust. R2 F p value df
11134 0.00 0.00 3.57 0.002 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11134 0.00  0.00         3.57  0.002         6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.15 1.27 3.04 0.45 1.76e-06
phq.sum_score_prepan 0.61 0.60 0.63 0.01 0.00e+00
Anxiety disorders 0.84 -0.13 1.80 0.49 0.09
Eating disorders 0.25 -1.62 2.12 0.95 0.79
OCDs 1.91 0.61 3.21 0.66 0.004
PTSD 1.14 -0.38 2.66 0.78 0.14
Depressive disorders 1.83 0.95 2.71 0.45 4.61e-05
Bipolar disorders 2.21 1.26 3.16 0.48 4.76e-06
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            2.15     " 1.27"      3.04        0.45  1.76e-06 
2 phq.sum_score_prepan 0.61     " 0.60"      0.63        0.01  0.00e+00 
3 Anxiety disorders    0.84     "-0.13"      1.80        0.49  0.09     
4 Eating disorders     0.25     "-1.62"      2.12        0.95  0.79     
5 OCDs                 1.91     " 0.61"      3.21        0.66  0.004    
6 PTSD                 1.14     "-0.38"      2.66        0.78  0.14     
7 Depressive disorders 1.83     " 0.95"      2.71        0.45  4.61e-05 
8 Bipolar disorders    2.21     " 1.26"      3.16        0.48  4.76e-06 
n R2 adjust. R2 F p value df
11134 0.41 0.41 1107.68 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 11134 0.41  0.41         1107.68 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.76 2.12 3.40 0.33 3.18e-17
phq.sum_score_prepan 0.59 0.57 0.60 0.01 0.00e+00
Depressive and anxiety disorder 1.18 0.55 1.81 0.32 2.47e-04
Only depressive disorder 0.52 -0.16 1.20 0.35 0.13
Only anxiety disorder 0.40 -0.32 1.11 0.37 0.28
Eating disorders 1.02 0.72 1.33 0.16 6.68e-11
OCDs 0.68 0.39 0.96 0.15 4.12e-06
Psychotic and bipolar disorder -0.69 -1.53 0.16 0.43 0.11
Only psychotic disorder 0.19 -0.50 0.89 0.36 0.58
Only bipolar disorder 0.15 -0.27 0.56 0.21 0.49
PTSD 0.58 0.31 0.85 0.14 2.86e-05
ASD 1.04 0.48 1.59 0.28 2.62e-04
ADHD 0.46 -0.30 1.22 0.39 0.23
Personality disorder 1.28 0.90 1.66 0.19 3.03e-11
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.76"  " 2.12"      3.40        0.33  3.18e-17 
 2 phq.sum_score_prepan            " 0.59"  " 0.57"      0.60        0.01  0.00e+00 
 3 Depressive and anxiety disorder " 1.18"  " 0.55"      1.81        0.32  2.47e-04 
 4 Only depressive disorder        " 0.52"  "-0.16"      1.20        0.35  0.13     
 5 Only anxiety disorder           " 0.40"  "-0.32"      1.11        0.37  0.28     
 6 Eating disorders                " 1.02"  " 0.72"      1.33        0.16  6.68e-11 
 7 OCDs                            " 0.68"  " 0.39"      0.96        0.15  4.12e-06 
 8 Psychotic and bipolar disorder  "-0.69"  "-1.53"      0.16        0.43  0.11     
 9 Only psychotic disorder         " 0.19"  "-0.50"      0.89        0.36  0.58     
10 Only bipolar disorder           " 0.15"  "-0.27"      0.56        0.21  0.49     
11 PTSD                            " 0.58"  " 0.31"      0.85        0.14  2.86e-05 
12 ASD                             " 1.04"  " 0.48"      1.59        0.28  2.62e-04 
13 ADHD                            " 0.46"  "-0.30"      1.22        0.39  0.23     
14 Personality disorder            " 1.28"  " 0.90"      1.66        0.19  3.03e-11 
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.13 1.09 3.16 0.53 5.46e-05
phq.sum_score_prepan 0.58 0.57 0.60 0.01 0.00e+00
Anxiety disorders 0.74 -0.22 1.70 0.49 0.13
Eating disorders 0.16 -1.69 2.02 0.95 0.86
OCDs 1.60 0.31 2.90 0.66 0.02
PTSD 1.26 -0.26 2.78 0.78 0.10
Depressive disorders 2.01 1.13 2.89 0.45 7.48e-06
Bipolar disorders 2.51 1.56 3.46 0.48 2.07e-07
Female 0.29 0.03 0.54 0.13 0.03
Non-binary/Self-defined 0.69 -0.04 1.42 0.37 0.06
age_category_collapsed_reordered16-18 1.75 1.14 2.37 0.32 2.79e-08
19-25 years 0.83 0.49 1.16 0.17 1.39e-06
36-45 years -0.22 -0.51 0.08 0.15 0.15
46-55 years -0.44 -0.73 -0.16 0.14 0.002
56-65 years -1.04 -1.36 -0.72 0.16 2.25e-10
66-70 years -2.05 -2.62 -1.49 0.29 9.97e-13
71-75 years -2.59 -3.34 -1.84 0.38 1.46e-11
76+ years -1.93 -3.39 -0.48 0.74 0.009
Mixed or multiple ethnic origins 0.10 -0.56 0.77 0.34 0.76
Asian or Asian British -0.91 -1.99 0.17 0.55 0.10
African or African British -0.47 -2.09 1.15 0.83 0.57
Other ethnicity 0.32 -0.72 1.36 0.53 0.55
Key worker -0.55 -0.75 -0.35 0.10 6.75e-08
Time difference: Lockdown to baseline 0.06 0.00 0.12 0.03 0.04
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 2.13"  " 1.09"      " 3.16"     0.53  5.46e-05 
 2 phq.sum_score_prepan    " 0.58"  " 0.57"      " 0.60"     0.01  0.00e+00 
 3 Anxiety disorders       " 0.74"  "-0.22"      " 1.70"     0.49  0.13     
 4 Eating disorders        " 0.16"  "-1.69"      " 2.02"     0.95  0.86     
 5 OCDs                    " 1.60"  " 0.31"      " 2.90"     0.66  0.02     
 6 PTSD                    " 1.26"  "-0.26"      " 2.78"     0.78  0.10     
 7 Depressive disorders    " 2.01"  " 1.13"      " 2.89"     0.45  7.48e-06 
 8 Bipolar disorders       " 2.51"  " 1.56"      " 3.46"     0.48  2.07e-07 
 9 Female                  " 0.29"  " 0.03"      " 0.54"     0.13  0.03     
10 Non-binary/Self-defined " 0.69"  "-0.04"      " 1.42"     0.37  0.06     
# … with 14 more rows
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.70 1.87 3.53 0.42 2.12e-10
phq.sum_score_prepan 0.56 0.55 0.58 0.01 0.00e+00
Depressive and anxiety disorder 1.35 0.72 1.98 0.32 2.87e-05
Only depressive disorder 0.90 0.22 1.58 0.35 0.010
Only anxiety disorder 0.30 -0.41 1.02 0.36 0.40
Eating disorders 0.92 0.62 1.23 0.16 3.80e-09
OCDs 0.57 0.28 0.86 0.15 9.41e-05
Psychotic and bipolar disorder -0.50 -1.34 0.34 0.43 0.24
Only psychotic disorder 0.24 -0.45 0.94 0.35 0.50
Only bipolar disorder 0.31 -0.10 0.73 0.21 0.14
PTSD 0.66 0.39 0.93 0.14 1.94e-06
ASD 0.68 0.12 1.24 0.29 0.02
ADHD 0.32 -0.43 1.08 0.39 0.40
Personality disorder 1.19 0.82 1.57 0.19 5.78e-10
Female 0.12 -0.14 0.37 0.13 0.38
Non-binary/Self-defined 0.28 -0.44 1.01 0.37 0.44
age_category_collapsed_reordered16-18 1.89 1.28 2.50 0.31 1.06e-09
19-25 years 0.83 0.50 1.16 0.17 8.77e-07
36-45 years -0.18 -0.47 0.11 0.15 0.23
46-55 years -0.35 -0.63 -0.07 0.14 0.02
56-65 years -0.90 -1.22 -0.58 0.16 4.16e-08
66-70 years -1.80 -2.36 -1.24 0.29 2.78e-10
71-75 years -2.29 -3.04 -1.55 0.38 1.66e-09
76+ years -1.68 -3.12 -0.23 0.74 0.02
Mixed or multiple ethnic origins 0.07 -0.58 0.73 0.34 0.83
Asian or Asian British -0.67 -1.74 0.39 0.54 0.21
African or African British -0.31 -1.92 1.29 0.82 0.70
Other ethnicity 0.13 -0.88 1.15 0.52 0.79
Key worker -0.45 -0.65 -0.25 0.10 8.99e-06
Time difference: Lockdown to baseline 0.07 0.01 0.13 0.03 0.02
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.70"  " 1.87"      " 3.53"     0.42  2.12e-10 
 2 phq.sum_score_prepan            " 0.56"  " 0.55"      " 0.58"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 1.35"  " 0.72"      " 1.98"     0.32  2.87e-05 
 4 Only depressive disorder        " 0.90"  " 0.22"      " 1.58"     0.35  0.010    
 5 Only anxiety disorder           " 0.30"  "-0.41"      " 1.02"     0.36  0.40     
 6 Eating disorders                " 0.92"  " 0.62"      " 1.23"     0.16  3.80e-09 
 7 OCDs                            " 0.57"  " 0.28"      " 0.86"     0.15  9.41e-05 
 8 Psychotic and bipolar disorder  "-0.50"  "-1.34"      " 0.34"     0.43  0.24     
 9 Only psychotic disorder         " 0.24"  "-0.45"      " 0.94"     0.35  0.50     
10 Only bipolar disorder           " 0.31"  "-0.10"      " 0.73"     0.21  0.14     
# … with 20 more rows
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.87 0.86 2.88 0.52 3.01e-04
phq.sum_score_prepan 0.59 0.57 0.60 0.01 0.00e+00
Anxiety disorders 0.73 -0.23 1.69 0.49 0.13
Eating disorders 0.12 -1.73 1.98 0.95 0.90
OCDs 1.64 0.34 2.93 0.66 0.01
PTSD 1.21 -0.31 2.73 0.78 0.12
Depressive disorders 1.96 1.08 2.84 0.45 1.25e-05
Bipolar disorders 2.45 1.51 3.40 0.48 3.81e-07
Female 0.26 0.01 0.52 0.13 0.04
Non-binary/Self-defined 0.66 -0.07 1.39 0.37 0.07
Age -77.24 -87.78 -66.69 5.38 2.46e-46
Age2 -3.49 -13.89 6.91 5.31 0.51
Mixed or multiple ethnic origins 0.08 -0.58 0.75 0.34 0.80
Asian or Asian British -0.88 -1.96 0.20 0.55 0.11
African or African British -0.45 -2.07 1.17 0.83 0.59
Other ethnicity 0.31 -0.73 1.34 0.53 0.56
Key worker -0.55 -0.75 -0.35 0.10 5.63e-08
Time difference: Lockdown to baseline 0.07 0.01 0.12 0.03 0.03
# A tibble: 18 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "  1.87" "  0.86"     "  2.88"    0.52  3.01e-04 
 2 phq.sum_score_prepan                  "  0.59" "  0.57"     "  0.60"    0.01  0.00e+00 
 3 Anxiety disorders                     "  0.73" " -0.23"     "  1.69"    0.49  0.13     
 4 Eating disorders                      "  0.12" " -1.73"     "  1.98"    0.95  0.90     
 5 OCDs                                  "  1.64" "  0.34"     "  2.93"    0.66  0.01     
 6 PTSD                                  "  1.21" " -0.31"     "  2.73"    0.78  0.12     
 7 Depressive disorders                  "  1.96" "  1.08"     "  2.84"    0.45  1.25e-05 
 8 Bipolar disorders                     "  2.45" "  1.51"     "  3.40"    0.48  3.81e-07 
 9 Female                                "  0.26" "  0.01"     "  0.52"    0.13  0.04     
10 Non-binary/Self-defined               "  0.66" " -0.07"     "  1.39"    0.37  0.07     
11 Age                                   "-77.24" "-87.78"     "-66.69"    5.38  2.46e-46 
12 Age^2                                 " -3.49" "-13.89"     "  6.91"    5.31  0.51     
13 Mixed or multiple ethnic origins      "  0.08" " -0.58"     "  0.75"    0.34  0.80     
14 Asian or Asian British                " -0.88" " -1.96"     "  0.20"    0.55  0.11     
15 African or African British            " -0.45" " -2.07"     "  1.17"    0.83  0.59     
16 Other ethnicity                       "  0.31" " -0.73"     "  1.34"    0.53  0.56     
17 Key worker                            " -0.55" " -0.75"     " -0.35"    0.10  5.63e-08 
18 Time difference: Lockdown to baseline "  0.07" "  0.01"     "  0.12"    0.03  0.03     
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

Model 2b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.53 1.73 3.34 0.41 7.05e-10
phq.sum_score_prepan 0.57 0.55 0.58 0.01 0.00e+00
Depressive and anxiety disorder 1.26 0.63 1.89 0.32 8.78e-05
Only depressive disorder 0.85 0.16 1.53 0.35 0.02
Only anxiety disorder 0.26 -0.45 0.98 0.36 0.47
Eating disorders 0.93 0.62 1.24 0.16 2.98e-09
OCDs 0.56 0.28 0.85 0.15 1.15e-04
Psychotic and bipolar disorder -0.47 -1.31 0.37 0.43 0.28
Only psychotic disorder 0.27 -0.42 0.97 0.35 0.44
Only bipolar disorder 0.31 -0.11 0.73 0.21 0.14
PTSD 0.67 0.40 0.94 0.14 1.31e-06
ASD 0.74 0.18 1.30 0.29 0.009
ADHD 0.28 -0.47 1.04 0.39 0.46
Personality disorder 1.12 0.74 1.49 0.19 6.66e-09
Female 0.10 -0.16 0.35 0.13 0.46
Non-binary/Self-defined 0.26 -0.47 0.98 0.37 0.48
Age -71.08 -81.67 -60.49 5.40 3.03e-39
Age2 -0.13 -10.45 10.20 5.27 0.98
Mixed or multiple ethnic origins 0.05 -0.60 0.71 0.34 0.87
Asian or Asian British -0.66 -1.73 0.40 0.54 0.22
African or African British -0.30 -1.91 1.31 0.82 0.71
Other ethnicity 0.12 -0.89 1.13 0.52 0.82
Key worker -0.46 -0.65 -0.26 0.10 6.82e-06
Time difference: Lockdown to baseline 0.07 0.01 0.13 0.03 0.02
# A tibble: 24 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "  2.53" "  1.73"     "  3.34"    0.41  7.05e-10 
 2 phq.sum_score_prepan            "  0.57" "  0.55"     "  0.58"    0.01  0.00e+00 
 3 Depressive and anxiety disorder "  1.26" "  0.63"     "  1.89"    0.32  8.78e-05 
 4 Only depressive disorder        "  0.85" "  0.16"     "  1.53"    0.35  0.02     
 5 Only anxiety disorder           "  0.26" " -0.45"     "  0.98"    0.36  0.47     
 6 Eating disorders                "  0.93" "  0.62"     "  1.24"    0.16  2.98e-09 
 7 OCDs                            "  0.56" "  0.28"     "  0.85"    0.15  1.15e-04 
 8 Psychotic and bipolar disorder  " -0.47" " -1.31"     "  0.37"    0.43  0.28     
 9 Only psychotic disorder         "  0.27" " -0.42"     "  0.97"    0.35  0.44     
10 Only bipolar disorder           "  0.31" " -0.11"     "  0.73"    0.21  0.14     
# … with 14 more rows
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

PHQ prepan: sensitivity

Regression: Absolute scores

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Subset of participants 3 months prior to pandemic

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.20 -0.23 4.63 1.24 0.08
phq.sum_score_prepan 0.64 0.59 0.69 0.03 1.62e-99
Depressive and anxiety disorder 0.09 -1.58 1.76 0.85 0.92
Only depressive disorder -0.11 -1.91 1.69 0.92 0.91
Only anxiety disorder -0.15 -2.15 1.85 1.02 0.88
Eating disorders 1.14 0.09 2.20 0.54 0.03
OCDs 0.04 -1.02 1.11 0.54 0.94
Psychotic and bipolar disorder -0.82 -3.46 1.83 1.35 0.55
Only psychotic disorder -0.84 -3.47 1.78 1.34 0.53
Only bipolar disorder -0.13 -1.80 1.53 0.85 0.88
PTSD 1.41 0.43 2.39 0.50 0.005
ASD 2.51 0.66 4.37 0.94 0.008
ADHD -1.75 -4.34 0.83 1.32 0.18
Personality disorder 0.46 -0.87 1.79 0.68 0.49
Female 0.41 -0.46 1.28 0.44 0.35
Non-binary/Self-defined 0.17 -3.00 3.33 1.61 0.92
age_category_collapsed_reordered16-18 1.56 -0.35 3.47 0.97 0.11
19-25 years 0.28 -1.00 1.56 0.65 0.67
36-45 years 0.24 -0.83 1.31 0.55 0.66
46-55 years -0.75 -1.82 0.32 0.55 0.17
56-65 years -0.06 -1.19 1.06 0.57 0.91
66-70 years -0.89 -2.89 1.11 1.02 0.38
71-75 years -2.96 -5.81 -0.11 1.45 0.04
76+ years 1.21 -2.30 4.72 1.79 0.50
Mixed or multiple ethnic origins -1.60 -3.90 0.70 1.17 0.17
Asian or Asian British -0.15 -3.81 3.51 1.86 0.94
African or African British -2.48 -6.81 1.85 2.21 0.26
Other ethnicity -2.58 -6.87 1.71 2.19 0.24
Key worker -0.18 -0.91 0.56 0.37 0.64
Time difference: Lockdown to baseline 0.06 -0.12 0.23 0.09 0.52
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.20"  "-0.23"      " 4.63"     1.24  0.08     
 2 phq.sum_score_prepan            " 0.64"  " 0.59"      " 0.69"     0.03  1.62e-99 
 3 Depressive and anxiety disorder " 0.09"  "-1.58"      " 1.76"     0.85  0.92     
 4 Only depressive disorder        "-0.11"  "-1.91"      " 1.69"     0.92  0.91     
 5 Only anxiety disorder           "-0.15"  "-2.15"      " 1.85"     1.02  0.88     
 6 Eating disorders                " 1.14"  " 0.09"      " 2.20"     0.54  0.03     
 7 OCDs                            " 0.04"  "-1.02"      " 1.11"     0.54  0.94     
 8 Psychotic and bipolar disorder  "-0.82"  "-3.46"      " 1.83"     1.35  0.55     
 9 Only psychotic disorder         "-0.84"  "-3.47"      " 1.78"     1.34  0.53     
10 Only bipolar disorder           "-0.13"  "-1.80"      " 1.53"     0.85  0.88     
# … with 20 more rows
n R2 adjust. R2 F p value df
827 0.02 0.01 2.97 0.007 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 827   0.02  0.01         2.97  0.007         6

Subset of participants 6 months prior to pandemic

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.94 0.22 3.66 0.88 0.03
phq.sum_score_prepan 0.62 0.59 0.66 0.02 1.08e-190
Depressive and anxiety disorder 0.57 -0.55 1.68 0.57 0.32
Only depressive disorder 0.29 -0.93 1.52 0.62 0.64
Only anxiety disorder -0.13 -1.47 1.21 0.69 0.85
Eating disorders 1.35 0.58 2.13 0.39 5.91e-04
OCDs 0.40 -0.33 1.12 0.37 0.28
Psychotic and bipolar disorder -1.39 -3.53 0.75 1.09 0.20
Only psychotic disorder -0.05 -1.65 1.55 0.81 0.95
Only bipolar disorder -0.02 -1.11 1.07 0.55 0.97
PTSD 1.33 0.64 2.03 0.35 1.59e-04
ASD 1.25 -0.15 2.65 0.72 0.08
ADHD -1.00 -2.66 0.65 0.84 0.24
Personality disorder 1.35 0.40 2.29 0.48 0.005
Female 0.30 -0.32 0.92 0.32 0.34
Non-binary/Self-defined 0.53 -1.45 2.50 1.01 0.60
age_category_collapsed_reordered16-18 1.98 0.79 3.17 0.61 0.001
19-25 years 0.29 -0.61 1.20 0.46 0.53
36-45 years -0.38 -1.15 0.39 0.39 0.33
46-55 years -0.82 -1.58 -0.05 0.39 0.04
56-65 years -0.47 -1.29 0.34 0.41 0.25
66-70 years -1.28 -2.66 0.09 0.70 0.07
71-75 years -2.98 -4.65 -1.31 0.85 4.65e-04
76+ years -0.07 -2.60 2.45 1.29 0.95
Mixed or multiple ethnic origins -0.84 -2.44 0.76 0.82 0.30
Asian or Asian British -1.05 -3.18 1.07 1.09 0.33
African or African British -1.68 -5.27 1.91 1.83 0.36
Other ethnicity -1.30 -3.92 1.33 1.34 0.33
Key worker -0.23 -0.74 0.27 0.26 0.37
Time difference: Lockdown to baseline 0.09 -0.04 0.23 0.07 0.19
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 1.94"  " 0.22"      " 3.66"     0.88  0.03     
 2 phq.sum_score_prepan            " 0.62"  " 0.59"      " 0.66"     0.02  1.08e-190
 3 Depressive and anxiety disorder " 0.57"  "-0.55"      " 1.68"     0.57  0.32     
 4 Only depressive disorder        " 0.29"  "-0.93"      " 1.52"     0.62  0.64     
 5 Only anxiety disorder           "-0.13"  "-1.47"      " 1.21"     0.69  0.85     
 6 Eating disorders                " 1.35"  " 0.58"      " 2.13"     0.39  5.91e-04 
 7 OCDs                            " 0.40"  "-0.33"      " 1.12"     0.37  0.28     
 8 Psychotic and bipolar disorder  "-1.39"  "-3.53"      " 0.75"     1.09  0.20     
 9 Only psychotic disorder         "-0.05"  "-1.65"      " 1.55"     0.81  0.95     
10 Only bipolar disorder           "-0.02"  "-1.11"      " 1.07"     0.55  0.97     
# … with 20 more rows
n R2 adjust. R2 F p value df
1633 0.02 0.02 5.49 1.22e-05 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1633  0.02  0.02         5.49  1.22e-05      6

Subset of participants 9 months prior to pandemic

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.03 1.62 4.43 0.72 2.51e-05
phq.sum_score_prepan 0.60 0.57 0.63 0.01 6.22e-281
Depressive and anxiety disorder 0.78 -0.13 1.70 0.47 0.09
Only depressive disorder 0.52 -0.47 1.51 0.51 0.30
Only anxiety disorder -0.29 -1.40 0.82 0.57 0.60
Eating disorders 1.40 0.78 2.02 0.32 9.53e-06
OCDs 0.38 -0.20 0.96 0.30 0.20
Psychotic and bipolar disorder -0.75 -2.36 0.87 0.82 0.36
Only psychotic disorder 0.55 -0.74 1.85 0.66 0.40
Only bipolar disorder 0.40 -0.46 1.27 0.44 0.36
PTSD 1.17 0.63 1.72 0.28 2.52e-05
ASD 0.79 -0.34 1.93 0.58 0.17
ADHD -0.86 -2.27 0.54 0.72 0.23
Personality disorder 1.35 0.60 2.10 0.38 4.21e-04
Female -0.08 -0.56 0.41 0.25 0.76
Non-binary/Self-defined 0.11 -1.40 1.63 0.77 0.89
age_category_collapsed_reordered16-18 2.11 1.04 3.17 0.54 1.11e-04
19-25 years 0.37 -0.37 1.11 0.38 0.33
36-45 years -0.19 -0.80 0.42 0.31 0.54
46-55 years -0.43 -1.02 0.16 0.30 0.15
56-65 years -0.69 -1.32 -0.05 0.33 0.04
66-70 years -1.07 -2.11 -0.02 0.53 0.05
71-75 years -2.31 -3.60 -1.02 0.66 4.63e-04
76+ years -0.53 -2.71 1.65 1.11 0.63
Mixed or multiple ethnic origins 0.01 -1.39 1.42 0.72 0.99
Asian or Asian British -1.04 -2.77 0.69 0.88 0.24
African or African British 0.51 -2.30 3.32 1.43 0.72
Other ethnicity -1.53 -3.34 0.29 0.92 0.10
Key worker -0.37 -0.78 0.03 0.21 0.07
Time difference: Lockdown to baseline 0.00 -0.11 0.12 0.06 0.94
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.03"  " 1.62"      " 4.43"     0.72  2.51e-05 
 2 phq.sum_score_prepan            " 0.60"  " 0.57"      " 0.63"     0.01  6.22e-281
 3 Depressive and anxiety disorder " 0.78"  "-0.13"      " 1.70"     0.47  0.09     
 4 Only depressive disorder        " 0.52"  "-0.47"      " 1.51"     0.51  0.30     
 5 Only anxiety disorder           "-0.29"  "-1.40"      " 0.82"     0.57  0.60     
 6 Eating disorders                " 1.40"  " 0.78"      " 2.02"     0.32  9.53e-06 
 7 OCDs                            " 0.38"  "-0.20"      " 0.96"     0.30  0.20     
 8 Psychotic and bipolar disorder  "-0.75"  "-2.36"      " 0.87"     0.82  0.36     
 9 Only psychotic disorder         " 0.55"  "-0.74"      " 1.85"     0.66  0.40     
10 Only bipolar disorder           " 0.40"  "-0.46"      " 1.27"     0.44  0.36     
# … with 20 more rows
n R2 adjust. R2 F p value df
2709 0.03 0.03 13.19 9.03e-15 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2709  0.03  0.03         13.19 9.03e-15      6

PHQ retro

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.04 2.90 3.18 0.07 0.00e+00
Anxiety disorders 0.61 0.28 0.93 0.17 2.45e-04
Eating disorders 0.57 -0.40 1.54 0.50 0.25
OCDs 1.07 0.29 1.85 0.40 0.007
PTSD 1.06 0.26 1.86 0.41 0.010
Depressive disorders 0.92 0.74 1.09 0.09 1.60e-25
Bipolar disorders 0.89 0.50 1.27 0.20 7.07e-06
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            3.04     " 2.90"      3.18        0.07  0.00e+00 
2 Anxiety disorders    0.61     " 0.28"      0.93        0.17  2.45e-04 
3 Eating disorders     0.57     "-0.40"      1.54        0.50  0.25     
4 OCDs                 1.07     " 0.29"      1.85        0.40  0.007    
5 PTSD                 1.06     " 0.26"      1.86        0.41  0.010    
6 Depressive disorders 0.92     " 0.74"      1.09        0.09  1.60e-25 
7 Bipolar disorders    0.89     " 0.50"      1.27        0.20  7.07e-06 
n R2 adjust. R2 F p value df
19512 0.01 0.01 18.92 4.40e-22 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 19512 0.01  0.01         18.92 4.40e-22      6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.08 2.95 3.22 0.07 0.00e+00
Depressive and anxiety disorder 0.74 0.56 0.92 0.09 1.08e-15
Only depressive disorder 0.41 0.17 0.65 0.12 8.67e-04
Only anxiety disorder 0.59 0.29 0.88 0.15 9.74e-05
Eating disorders 0.66 0.37 0.94 0.14 5.62e-06
OCDs 0.19 -0.08 0.47 0.14 0.16
Psychotic and bipolar disorder -0.92 -1.71 -0.14 0.40 0.02
Only psychotic disorder -0.55 -1.23 0.13 0.35 0.11
Only bipolar disorder -0.09 -0.51 0.34 0.22 0.69
PTSD 0.56 0.30 0.81 0.13 1.57e-05
ASD 0.51 0.02 1.00 0.25 0.04
ADHD 0.08 -0.57 0.73 0.33 0.80
Personality disorder 0.29 -0.07 0.65 0.18 0.11
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.08"  " 2.95"      " 3.22"     0.07  0.00e+00 
 2 Depressive and anxiety disorder " 0.74"  " 0.56"      " 0.92"     0.09  1.08e-15 
 3 Only depressive disorder        " 0.41"  " 0.17"      " 0.65"     0.12  8.67e-04 
 4 Only anxiety disorder           " 0.59"  " 0.29"      " 0.88"     0.15  9.74e-05 
 5 Eating disorders                " 0.66"  " 0.37"      " 0.94"     0.14  5.62e-06 
 6 OCDs                            " 0.19"  "-0.08"      " 0.47"     0.14  0.16     
 7 Psychotic and bipolar disorder  "-0.92"  "-1.71"      "-0.14"     0.40  0.02     
 8 Only psychotic disorder         "-0.55"  "-1.23"      " 0.13"     0.35  0.11     
 9 Only bipolar disorder           "-0.09"  "-0.51"      " 0.34"     0.22  0.69     
10 PTSD                            " 0.56"  " 0.30"      " 0.81"     0.13  1.57e-05 
11 ASD                             " 0.51"  " 0.02"      " 1.00"     0.25  0.04     
12 ADHD                            " 0.08"  "-0.57"      " 0.73"     0.33  0.80     
13 Personality disorder            " 0.29"  "-0.07"      " 0.65"     0.18  0.11     
n R2 adjust. R2 F p value df
19512 0.01 0.01 18.92 4.40e-22 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 19512 0.01  0.01         18.92 4.40e-22      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.47 4.09 4.84 0.19 1.67e-119
Anxiety disorders 0.24 -0.11 0.58 0.17 0.18
Eating disorders 0.03 -0.97 1.04 0.51 0.95
OCDs 0.35 -0.46 1.15 0.41 0.40
PTSD 0.75 -0.09 1.58 0.43 0.08
Depressive disorders 0.69 0.50 0.88 0.10 1.63e-12
Bipolar disorders 0.70 0.30 1.10 0.20 6.20e-04
Female 0.75 0.55 0.95 0.10 2.56e-13
Non-binary/Self-defined 0.16 -0.52 0.84 0.35 0.64
age_category_collapsed_reordered16-18 1.41 0.98 1.84 0.22 1.45e-10
19-25 years 0.82 0.52 1.12 0.15 7.67e-08
36-45 years -0.41 -0.68 -0.15 0.13 0.002
46-55 years -0.43 -0.68 -0.18 0.13 6.63e-04
56-65 years -0.58 -0.83 -0.33 0.13 5.95e-06
66-70 years -0.95 -1.31 -0.59 0.19 3.03e-07
71-75 years -1.05 -1.50 -0.60 0.23 5.38e-06
76+ years -1.28 -2.05 -0.51 0.39 0.001
Mixed or multiple ethnic origins -0.21 -0.77 0.34 0.28 0.45
Asian or Asian British -0.19 -0.90 0.52 0.36 0.60
African or African British -0.28 -1.46 0.91 0.60 0.65
Other ethnicity -0.40 -1.39 0.58 0.50 0.42
Time difference: Lockdown to baseline -0.24 -0.27 -0.20 0.02 9.59e-36
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " 4.47"  " 4.09"      " 4.84"     0.19  1.67e-119
 2 Anxiety disorders                     " 0.24"  "-0.11"      " 0.58"     0.17  0.18     
 3 Eating disorders                      " 0.03"  "-0.97"      " 1.04"     0.51  0.95     
 4 OCDs                                  " 0.35"  "-0.46"      " 1.15"     0.41  0.40     
 5 PTSD                                  " 0.75"  "-0.09"      " 1.58"     0.43  0.08     
 6 Depressive disorders                  " 0.69"  " 0.50"      " 0.88"     0.10  1.63e-12 
 7 Bipolar disorders                     " 0.70"  " 0.30"      " 1.10"     0.20  6.20e-04 
 8 Female                                " 0.75"  " 0.55"      " 0.95"     0.10  2.56e-13 
 9 Non-binary/Self-defined               " 0.16"  "-0.52"      " 0.84"     0.35  0.64     
10 age_category_collapsed_reordered16-18 " 1.41"  " 0.98"      " 1.84"     0.22  1.45e-10 
# … with 12 more rows
n R2 adjust. R2 F p value df
19512 0.01 0.01 18.92 4.40e-22 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 19512 0.01  0.01         18.92 4.40e-22      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.35 3.98 4.73 0.19 9.70e-113
Depressive and anxiety disorder 0.59 0.39 0.79 0.10 8.12e-09
Only depressive disorder 0.45 0.20 0.71 0.13 5.25e-04
Only anxiety disorder 0.26 -0.05 0.57 0.16 0.11
Eating disorders 0.43 0.15 0.72 0.15 0.003
OCDs 0.04 -0.23 0.32 0.14 0.76
Psychotic and bipolar disorder -0.69 -1.48 0.10 0.40 0.09
Only psychotic disorder -0.42 -1.11 0.27 0.35 0.23
Only bipolar disorder 0.05 -0.38 0.48 0.22 0.83
PTSD 0.57 0.31 0.83 0.13 1.50e-05
ASD 0.20 -0.30 0.70 0.26 0.44
ADHD 0.00 -0.66 0.67 0.34 1.00
Personality disorder 0.26 -0.11 0.63 0.19 0.17
Female 0.68 0.48 0.88 0.10 2.01e-11
Non-binary/Self-defined 0.03 -0.64 0.71 0.34 0.92
age_category_collapsed_reordered16-18 1.60 1.17 2.02 0.22 1.35e-13
19-25 years 0.85 0.55 1.14 0.15 2.28e-08
36-45 years -0.41 -0.68 -0.15 0.13 0.002
46-55 years -0.41 -0.66 -0.17 0.13 0.001
56-65 years -0.49 -0.75 -0.24 0.13 1.49e-04
66-70 years -0.73 -1.10 -0.36 0.19 1.11e-04
71-75 years -0.87 -1.33 -0.42 0.23 1.72e-04
76+ years -1.12 -1.88 -0.36 0.39 0.004
Mixed or multiple ethnic origins -0.11 -0.66 0.44 0.28 0.70
Asian or Asian British 0.00 -0.69 0.69 0.35 1.00
African or African British -0.20 -1.36 0.96 0.59 0.73
Other ethnicity -0.53 -1.49 0.44 0.49 0.28
Key worker 0.26 0.09 0.42 0.08 0.002
Time difference: Lockdown to baseline -0.24 -0.27 -0.20 0.02 1.00e-36
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 4.35"  " 3.98"      " 4.73"     0.19  9.70e-113
 2 Depressive and anxiety disorder " 0.59"  " 0.39"      " 0.79"     0.10  8.12e-09 
 3 Only depressive disorder        " 0.45"  " 0.20"      " 0.71"     0.13  5.25e-04 
 4 Only anxiety disorder           " 0.26"  "-0.05"      " 0.57"     0.16  0.11     
 5 Eating disorders                " 0.43"  " 0.15"      " 0.72"     0.15  0.003    
 6 OCDs                            " 0.04"  "-0.23"      " 0.32"     0.14  0.76     
 7 Psychotic and bipolar disorder  "-0.69"  "-1.48"      " 0.10"     0.40  0.09     
 8 Only psychotic disorder         "-0.42"  "-1.11"      " 0.27"     0.35  0.23     
 9 Only bipolar disorder           " 0.05"  "-0.38"      " 0.48"     0.22  0.83     
10 PTSD                            " 0.57"  " 0.31"      " 0.83"     0.13  1.50e-05 
# … with 19 more rows
n R2 adjust. R2 F p value df
19512 0.01 0.01 18.92 4.40e-22 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 19512 0.01  0.01         18.92 4.40e-22      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.70 2.28 3.13 0.22 2.00e-35
Anxiety disorders 0.27 -0.15 0.69 0.21 0.21
Eating disorders 0.19 -1.03 1.41 0.62 0.76
OCDs 0.17 -0.84 1.18 0.51 0.74
PTSD 0.93 -0.26 2.11 0.60 0.12
Depressive disorders 0.94 0.71 1.17 0.12 1.12e-15
Bipolar disorders 0.94 0.49 1.38 0.23 3.45e-05
Female 0.51 0.29 0.73 0.11 6.00e-06
Non-binary/Self-defined -0.56 -1.30 0.18 0.38 0.14
Age -77.73 -89.91 -65.54 6.22 1.14e-35
Age2 7.11 -4.48 18.71 5.92 0.23
Mixed or multiple ethnic origins -0.30 -0.93 0.32 0.32 0.34
Asian or Asian British -0.53 -1.42 0.35 0.45 0.23
African or African British -0.16 -1.60 1.28 0.73 0.83
Other ethnicity -0.12 -1.24 1.00 0.57 0.84
Time difference: Lockdown to baseline -0.08 -0.13 -0.04 0.02 7.29e-04
# A tibble: 16 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "  2.70" "  2.28"     "  3.13"    0.22  2.00e-35 
 2 Anxiety disorders                     "  0.27" " -0.15"     "  0.69"    0.21  0.21     
 3 Eating disorders                      "  0.19" " -1.03"     "  1.41"    0.62  0.76     
 4 OCDs                                  "  0.17" " -0.84"     "  1.18"    0.51  0.74     
 5 PTSD                                  "  0.93" " -0.26"     "  2.11"    0.60  0.12     
 6 Depressive disorders                  "  0.94" "  0.71"     "  1.17"    0.12  1.12e-15 
 7 Bipolar disorders                     "  0.94" "  0.49"     "  1.38"    0.23  3.45e-05 
 8 Female                                "  0.51" "  0.29"     "  0.73"    0.11  6.00e-06 
 9 Non-binary/Self-defined               " -0.56" " -1.30"     "  0.18"    0.38  0.14     
10 Age                                   "-77.73" "-89.91"     "-65.54"    6.22  1.14e-35 
11 Age^2                                 "  7.11" " -4.48"     " 18.71"    5.92  0.23     
12 Mixed or multiple ethnic origins      " -0.30" " -0.93"     "  0.32"    0.32  0.34     
13 Asian or Asian British                " -0.53" " -1.42"     "  0.35"    0.45  0.23     
14 African or African British            " -0.16" " -1.60"     "  1.28"    0.73  0.83     
15 Other ethnicity                       " -0.12" " -1.24"     "  1.00"    0.57  0.84     
16 Time difference: Lockdown to baseline " -0.08" " -0.13"     " -0.04"    0.02  7.29e-04 
n R2 adjust. R2 F p value df
14206 0.01 0.01 31.21 1.73e-37 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 14206 0.01  0.01         31.21 1.73e-37      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.63 2.20 3.05 0.22 1.95e-33
Depressive and anxiety disorder 0.84 0.60 1.08 0.12 3.13e-12
Only depressive disorder 0.70 0.40 1.01 0.16 6.54e-06
Only anxiety disorder 0.28 -0.11 0.66 0.20 0.16
Eating disorders 0.36 0.04 0.68 0.16 0.03
OCDs -0.10 -0.40 0.21 0.16 0.53
Psychotic and bipolar disorder -0.55 -1.47 0.37 0.47 0.24
Only psychotic disorder -0.26 -1.01 0.49 0.38 0.50
Only bipolar disorder 0.01 -0.45 0.47 0.23 0.97
PTSD 0.64 0.35 0.93 0.15 1.45e-05
ASD -0.07 -0.65 0.52 0.30 0.83
ADHD 0.09 -0.70 0.88 0.40 0.82
Personality disorder 0.32 -0.09 0.72 0.21 0.13
Female 0.44 0.22 0.66 0.11 9.60e-05
Non-binary/Self-defined -0.65 -1.39 0.08 0.38 0.08
Age -73.53 -86.03 -61.02 6.38 1.39e-30
Age2 12.99 1.14 24.84 6.05 0.03
Mixed or multiple ethnic origins -0.28 -0.91 0.34 0.32 0.37
Asian or Asian British -0.41 -1.27 0.45 0.44 0.35
African or African British -0.14 -1.54 1.27 0.72 0.85
Other ethnicity -0.30 -1.40 0.80 0.56 0.59
Key worker 0.27 0.09 0.45 0.09 0.004
Time difference: Lockdown to baseline -0.08 -0.13 -0.03 0.02 7.77e-04
# A tibble: 23 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "  2.63" "  2.20"     "  3.05"    0.22  1.95e-33 
 2 Depressive and anxiety disorder "  0.84" "  0.60"     "  1.08"    0.12  3.13e-12 
 3 Only depressive disorder        "  0.70" "  0.40"     "  1.01"    0.16  6.54e-06 
 4 Only anxiety disorder           "  0.28" " -0.11"     "  0.66"    0.20  0.16     
 5 Eating disorders                "  0.36" "  0.04"     "  0.68"    0.16  0.03     
 6 OCDs                            " -0.10" " -0.40"     "  0.21"    0.16  0.53     
 7 Psychotic and bipolar disorder  " -0.55" " -1.47"     "  0.37"    0.47  0.24     
 8 Only psychotic disorder         " -0.26" " -1.01"     "  0.49"    0.38  0.50     
 9 Only bipolar disorder           "  0.01" " -0.45"     "  0.47"    0.23  0.97     
10 PTSD                            "  0.64" "  0.35"     "  0.93"    0.15  1.45e-05 
# … with 13 more rows
n R2 adjust. R2 F p value df
14206 0.01 0.01 31.21 1.73e-37 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 14206 0.01  0.01         31.21 1.73e-37      6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.98 3.84 4.12 0.07 0.00e+00
phq.sum_score_retro 0.67 0.65 0.68 0.01 0.00e+00
Anxiety disorders 1.27 0.96 1.58 0.16 5.42e-16
Eating disorders 1.44 0.52 2.36 0.47 0.002
OCDs 2.27 1.53 3.01 0.38 1.97e-09
PTSD 2.06 1.30 2.83 0.39 1.05e-07
Depressive disorders 2.53 2.35 2.70 0.09 4.76e-173
Bipolar disorders 3.32 2.94 3.70 0.19 7.81e-66
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            3.98     3.84         4.12        0.07  0.00e+00 
2 phq.sum_score_retro  0.67     0.65         0.68        0.01  0.00e+00 
3 Anxiety disorders    1.27     0.96         1.58        0.16  5.42e-16 
4 Eating disorders     1.44     0.52         2.36        0.47  0.002    
5 OCDs                 2.27     1.53         3.01        0.38  1.97e-09 
6 PTSD                 2.06     1.30         2.83        0.39  1.05e-07 
7 Depressive disorders 2.53     2.35         2.70        0.09  4.76e-173
8 Bipolar disorders    3.32     2.94         3.70        0.19  7.81e-66 
n R2 adjust. R2 F p value df
19512 0.43 0.43 2104.41 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 19512 0.43  0.43         2104.41 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.22 4.09 4.36 0.07 0.00e+00
phq.sum_score_retro 0.63 0.61 0.64 0.01 0.00e+00
Depressive and anxiety disorder 2.33 2.15 2.51 0.09 1.27e-140
Only depressive disorder 1.19 0.96 1.42 0.12 1.20e-24
Only anxiety disorder 1.22 0.94 1.49 0.14 9.57e-18
Eating disorders 1.08 0.81 1.34 0.14 1.85e-15
OCDs 0.78 0.52 1.03 0.13 2.12e-09
Psychotic and bipolar disorder -0.59 -1.32 0.14 0.37 0.12
Only psychotic disorder -0.16 -0.80 0.48 0.32 0.62
Only bipolar disorder 0.45 0.05 0.84 0.20 0.03
PTSD 1.01 0.77 1.25 0.12 8.41e-17
ASD 1.31 0.85 1.76 0.23 1.83e-08
ADHD 0.74 0.13 1.35 0.31 0.02
Personality disorder 1.39 1.05 1.73 0.17 1.23e-15
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 4.22"  " 4.09"      4.36        0.07  0.00e+00 
 2 phq.sum_score_retro             " 0.63"  " 0.61"      0.64        0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.33"  " 2.15"      2.51        0.09  1.27e-140
 4 Only depressive disorder        " 1.19"  " 0.96"      1.42        0.12  1.20e-24 
 5 Only anxiety disorder           " 1.22"  " 0.94"      1.49        0.14  9.57e-18 
 6 Eating disorders                " 1.08"  " 0.81"      1.34        0.14  1.85e-15 
 7 OCDs                            " 0.78"  " 0.52"      1.03        0.13  2.12e-09 
 8 Psychotic and bipolar disorder  "-0.59"  "-1.32"      0.14        0.37  0.12     
 9 Only psychotic disorder         "-0.16"  "-0.80"      0.48        0.32  0.62     
10 Only bipolar disorder           " 0.45"  " 0.05"      0.84        0.20  0.03     
11 PTSD                            " 1.01"  " 0.77"      1.25        0.12  8.41e-17 
12 ASD                             " 1.31"  " 0.85"      1.76        0.23  1.83e-08 
13 ADHD                            " 0.74"  " 0.13"      1.35        0.31  0.02     
14 Personality disorder            " 1.39"  " 1.05"      1.73        0.17  1.23e-15 
n R2 adjust. R2 F p value df
23090 0.18 0.18 844.05 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23090 0.18  0.18         844.05 0.00e+00      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.76 5.40 6.12 0.18 7.54e-213
phq.sum_score_retro 0.62 0.60 0.63 0.01 0.00e+00
Anxiety disorders 0.78 0.46 1.10 0.16 1.72e-06
Eating disorders 0.80 -0.13 1.73 0.48 0.09
OCDs 1.22 0.47 1.97 0.38 0.001
PTSD 1.72 0.94 2.50 0.40 1.57e-05
Depressive disorders 2.37 2.18 2.56 0.10 3.02e-132
Bipolar disorders 3.26 2.88 3.65 0.20 1.30e-61
Female 0.76 0.57 0.95 0.10 1.27e-15
Non-binary/Self-defined 0.96 0.33 1.59 0.32 0.003
age_category_collapsed_reordered16-18 2.80 2.39 3.21 0.21 4.59e-41
19-25 years 1.27 0.99 1.54 0.14 7.88e-19
36-45 years -0.47 -0.72 -0.23 0.12 1.43e-04
46-55 years -0.56 -0.79 -0.33 0.12 2.13e-06
56-65 years -1.00 -1.24 -0.77 0.12 9.46e-17
66-70 years -1.70 -2.04 -1.35 0.18 6.23e-22
71-75 years -1.79 -2.21 -1.36 0.22 2.16e-16
76+ years -1.86 -2.58 -1.14 0.37 4.02e-07
Mixed or multiple ethnic origins -0.02 -0.54 0.49 0.26 0.93
Asian or Asian British -0.10 -0.76 0.56 0.34 0.76
African or African British -0.15 -1.25 0.94 0.56 0.78
Other ethnicity 0.06 -0.87 0.98 0.47 0.91
Key worker -0.17 -0.33 -0.02 0.08 0.03
Time difference: Lockdown to baseline -0.22 -0.26 -0.19 0.02 3.56e-37
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 5.76"  " 5.40"      " 6.12"     0.18  7.54e-213
 2 phq.sum_score_retro     " 0.62"  " 0.60"      " 0.63"     0.01  0.00e+00 
 3 Anxiety disorders       " 0.78"  " 0.46"      " 1.10"     0.16  1.72e-06 
 4 Eating disorders        " 0.80"  "-0.13"      " 1.73"     0.48  0.09     
 5 OCDs                    " 1.22"  " 0.47"      " 1.97"     0.38  0.001    
 6 PTSD                    " 1.72"  " 0.94"      " 2.50"     0.40  1.57e-05 
 7 Depressive disorders    " 2.37"  " 2.18"      " 2.56"     0.10  3.02e-132
 8 Bipolar disorders       " 3.26"  " 2.88"      " 3.65"     0.20  1.30e-61 
 9 Female                  " 0.76"  " 0.57"      " 0.95"     0.10  1.27e-15 
10 Non-binary/Self-defined " 0.96"  " 0.33"      " 1.59"     0.32  0.003    
# … with 14 more rows
n R2 adjust. R2 F p value df
23090 0.18 0.18 844.05 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23090 0.18  0.18         844.05 0.00e+00      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.82 5.47 6.17 0.18 1.94e-227
phq.sum_score_retro 0.58 0.57 0.60 0.01 0.00e+00
Depressive and anxiety disorder 2.24 2.05 2.44 0.10 2.38e-114
Only depressive disorder 1.39 1.15 1.63 0.12 4.57e-30
Only anxiety disorder 0.79 0.50 1.08 0.15 8.38e-08
Eating disorders 0.81 0.54 1.08 0.14 2.63e-09
OCDs 0.58 0.32 0.84 0.13 8.74e-06
Psychotic and bipolar disorder -0.30 -1.02 0.43 0.37 0.42
Only psychotic disorder -0.01 -0.64 0.63 0.32 0.99
Only bipolar disorder 0.65 0.26 1.05 0.20 0.001
PTSD 1.10 0.86 1.34 0.12 2.66e-19
ASD 0.74 0.28 1.20 0.24 0.002
ADHD 0.54 -0.08 1.15 0.31 0.09
Personality disorder 1.41 1.06 1.75 0.17 7.55e-16
Female 0.66 0.47 0.84 0.09 2.66e-12
Non-binary/Self-defined 0.48 -0.14 1.10 0.32 0.13
age_category_collapsed_reordered16-18 3.12 2.73 3.52 0.20 1.50e-54
19-25 years 1.27 1.00 1.55 0.14 9.47e-20
36-45 years -0.44 -0.68 -0.20 0.12 3.64e-04
46-55 years -0.44 -0.66 -0.21 0.12 1.79e-04
56-65 years -0.78 -1.02 -0.55 0.12 6.23e-11
66-70 years -1.37 -1.71 -1.03 0.17 2.87e-15
71-75 years -1.45 -1.87 -1.03 0.21 1.21e-11
76+ years -1.57 -2.27 -0.87 0.36 1.15e-05
Mixed or multiple ethnic origins 0.07 -0.44 0.57 0.26 0.80
Asian or Asian British 0.18 -0.45 0.81 0.32 0.57
African or African British -0.01 -1.08 1.06 0.54 0.98
Other ethnicity -0.13 -1.02 0.76 0.45 0.77
Key worker -0.08 -0.23 0.07 0.08 0.29
Time difference: Lockdown to baseline -0.23 -0.26 -0.19 0.02 6.65e-39
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.82"  " 5.47"      " 6.17"     0.18  1.94e-227
 2 phq.sum_score_retro             " 0.58"  " 0.57"      " 0.60"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.24"  " 2.05"      " 2.44"     0.10  2.38e-114
 4 Only depressive disorder        " 1.39"  " 1.15"      " 1.63"     0.12  4.57e-30 
 5 Only anxiety disorder           " 0.79"  " 0.50"      " 1.08"     0.15  8.38e-08 
 6 Eating disorders                " 0.81"  " 0.54"      " 1.08"     0.14  2.63e-09 
 7 OCDs                            " 0.58"  " 0.32"      " 0.84"     0.13  8.74e-06 
 8 Psychotic and bipolar disorder  "-0.30"  "-1.02"      " 0.43"     0.37  0.42     
 9 Only psychotic disorder         "-0.01"  "-0.64"      " 0.63"     0.32  0.99     
10 Only bipolar disorder           " 0.65"  " 0.26"      " 1.05"     0.20  0.001    
# … with 20 more rows
n R2 adjust. R2 F p value df
23090 0.18 0.18 844.05 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23090 0.18  0.18         844.05 0.00e+00      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.43 3.03 3.83 0.20 3.48e-62
phq.sum_score_retro 0.63 0.62 0.65 0.01 0.00e+00
Anxiety disorders 0.83 0.44 1.22 0.20 2.94e-05
Eating disorders 1.25 0.12 2.38 0.58 0.03
OCDs 1.51 0.57 2.44 0.48 0.002
PTSD 2.16 1.06 3.25 0.56 1.13e-04
Depressive disorders 2.69 2.47 2.92 0.12 2.45e-118
Bipolar disorders 3.52 3.10 3.95 0.22 1.37e-58
Female 0.51 0.30 0.71 0.10 1.28e-06
Non-binary/Self-defined 0.32 -0.37 1.00 0.35 0.36
Age -119.55 -131.11 -107.99 5.90 5.87e-90
Age2 11.33 0.25 22.41 5.65 0.05
Mixed or multiple ethnic origins -0.09 -0.67 0.49 0.30 0.76
Asian or Asian British -0.26 -1.07 0.56 0.42 0.54
African or African British -0.16 -1.49 1.17 0.68 0.82
Other ethnicity 0.34 -0.71 1.39 0.53 0.52
Key worker -0.17 -0.34 0.00 0.09 0.05
Time difference: Lockdown to baseline -0.04 -0.08 0.01 0.02 0.12
# A tibble: 18 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "   3.43" "   3.03"    "   3.83"   0.20  3.48e-62 
 2 phq.sum_score_retro                   "   0.63" "   0.62"    "   0.65"   0.01  0.00e+00 
 3 Anxiety disorders                     "   0.83" "   0.44"    "   1.22"   0.20  2.94e-05 
 4 Eating disorders                      "   1.25" "   0.12"    "   2.38"   0.58  0.03     
 5 OCDs                                  "   1.51" "   0.57"    "   2.44"   0.48  0.002    
 6 PTSD                                  "   2.16" "   1.06"    "   3.25"   0.56  1.13e-04 
 7 Depressive disorders                  "   2.69" "   2.47"    "   2.92"   0.12  2.45e-118
 8 Bipolar disorders                     "   3.52" "   3.10"    "   3.95"   0.22  1.37e-58 
 9 Female                                "   0.51" "   0.30"    "   0.71"   0.10  1.28e-06 
10 Non-binary/Self-defined               "   0.32" "  -0.37"    "   1.00"   0.35  0.36     
11 Age                                   "-119.55" "-131.11"    "-107.99"   5.90  5.87e-90 
12 Age^2                                 "  11.33" "   0.25"    "  22.41"   5.65  0.05     
13 Mixed or multiple ethnic origins      "  -0.09" "  -0.67"    "   0.49"   0.30  0.76     
14 Asian or Asian British                "  -0.26" "  -1.07"    "   0.56"   0.42  0.54     
15 African or African British            "  -0.16" "  -1.49"    "   1.17"   0.68  0.82     
16 Other ethnicity                       "   0.34" "  -0.71"    "   1.39"   0.53  0.52     
17 Key worker                            "  -0.17" "  -0.34"    "   0.00"   0.09  0.05     
18 Time difference: Lockdown to baseline "  -0.04" "  -0.08"    "   0.01"   0.02  0.12     
n R2 adjust. R2 F p value df
16833 0.23 0.23 815.64 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 16833 0.23  0.23         815.64 0.00e+00      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.54 3.15 3.94 0.20 3.53e-69
phq.sum_score_retro 0.60 0.59 0.62 0.01 0.00e+00
Depressive and anxiety disorder 2.55 2.32 2.78 0.12 2.42e-105
Only depressive disorder 1.74 1.45 2.02 0.14 5.79e-33
Only anxiety disorder 0.91 0.56 1.27 0.18 4.19e-07
Eating disorders 0.84 0.55 1.14 0.15 2.07e-08
OCDs 0.45 0.17 0.74 0.14 0.002
Psychotic and bipolar disorder -0.36 -1.20 0.49 0.43 0.41
Only psychotic disorder 0.12 -0.56 0.81 0.35 0.72
Only bipolar disorder 0.62 0.20 1.04 0.21 0.004
PTSD 1.11 0.85 1.38 0.14 2.08e-16
ASD 0.52 -0.02 1.06 0.28 0.06
ADHD 0.51 -0.22 1.23 0.37 0.17
Personality disorder 1.30 0.93 1.67 0.19 8.20e-12
Female 0.37 0.17 0.58 0.10 3.07e-04
Non-binary/Self-defined -0.03 -0.71 0.64 0.35 0.92
Age -109.60 -121.17 -98.04 5.90 4.38e-76
Age2 15.56 4.69 26.44 5.55 0.005
Mixed or multiple ethnic origins -0.09 -0.66 0.48 0.29 0.76
Asian or Asian British -0.06 -0.85 0.73 0.40 0.88
African or African British -0.12 -1.41 1.17 0.66 0.86
Other ethnicity 0.08 -0.93 1.09 0.51 0.87
Key worker -0.07 -0.24 0.10 0.09 0.40
Time difference: Lockdown to baseline -0.03 -0.07 0.02 0.02 0.20
# A tibble: 24 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "   3.54" "   3.15"    "  3.94"    0.20  3.53e-69 
 2 phq.sum_score_retro             "   0.60" "   0.59"    "  0.62"    0.01  0.00e+00 
 3 Depressive and anxiety disorder "   2.55" "   2.32"    "  2.78"    0.12  2.42e-105
 4 Only depressive disorder        "   1.74" "   1.45"    "  2.02"    0.14  5.79e-33 
 5 Only anxiety disorder           "   0.91" "   0.56"    "  1.27"    0.18  4.19e-07 
 6 Eating disorders                "   0.84" "   0.55"    "  1.14"    0.15  2.07e-08 
 7 OCDs                            "   0.45" "   0.17"    "  0.74"    0.14  0.002    
 8 Psychotic and bipolar disorder  "  -0.36" "  -1.20"    "  0.49"    0.43  0.41     
 9 Only psychotic disorder         "   0.12" "  -0.56"    "  0.81"    0.35  0.72     
10 Only bipolar disorder           "   0.62" "   0.20"    "  1.04"    0.21  0.004    
# … with 14 more rows
n R2 adjust. R2 F p value df
16833 0.23 0.23 815.64 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 16833 0.23  0.23         815.64 0.00e+00      6

PHQ retro: Sensitivity

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.75 1.61 3.89 0.58 2.21e-06
Anxiety disorders 0.64 -0.62 1.90 0.64 0.32
Eating disorders 0.84 -1.60 3.28 1.25 0.50
OCDs 0.73 -0.96 2.42 0.86 0.40
PTSD 1.07 -0.87 3.01 0.99 0.28
Depressive disorders 0.99 -0.15 2.14 0.59 0.09
Bipolar disorders 0.79 -0.44 2.02 0.63 0.21
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            2.75     " 1.61"      3.89        0.58  2.21e-06 
2 Anxiety disorders    0.64     "-0.62"      1.90        0.64  0.32     
3 Eating disorders     0.84     "-1.60"      3.28        1.25  0.50     
4 OCDs                 0.73     "-0.96"      2.42        0.86  0.40     
5 PTSD                 1.07     "-0.87"      3.01        0.99  0.28     
6 Depressive disorders 0.99     "-0.15"      2.14        0.59  0.09     
7 Bipolar disorders    0.79     "-0.44"      2.02        0.63  0.21     
n R2 adjust. R2 F p value df
8319 0.00 0.00 0.83 0.55 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8319  0.00  0.00         0.83  0.55          6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.95 2.13 3.77 0.42 1.94e-12
Depressive and anxiety disorder 0.68 -0.16 1.51 0.42 0.11
Only depressive disorder 0.48 -0.42 1.38 0.46 0.30
Only anxiety disorder 0.50 -0.44 1.44 0.48 0.30
Eating disorders 0.55 0.16 0.95 0.20 0.006
OCDs -0.12 -0.49 0.24 0.19 0.51
Psychotic and bipolar disorder -0.74 -1.85 0.38 0.57 0.19
Only psychotic disorder -0.46 -1.38 0.47 0.47 0.33
Only bipolar disorder -0.27 -0.81 0.27 0.28 0.33
PTSD 0.43 0.09 0.78 0.18 0.01
ASD 0.01 -0.70 0.71 0.36 0.99
ADHD 0.27 -0.72 1.26 0.50 0.59
Personality disorder 0.38 -0.10 0.86 0.25 0.12
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 2.95"  " 2.13"      3.77        0.42  1.94e-12 
 2 Depressive and anxiety disorder " 0.68"  "-0.16"      1.51        0.42  0.11     
 3 Only depressive disorder        " 0.48"  "-0.42"      1.38        0.46  0.30     
 4 Only anxiety disorder           " 0.50"  "-0.44"      1.44        0.48  0.30     
 5 Eating disorders                " 0.55"  " 0.16"      0.95        0.20  0.006    
 6 OCDs                            "-0.12"  "-0.49"      0.24        0.19  0.51     
 7 Psychotic and bipolar disorder  "-0.74"  "-1.85"      0.38        0.57  0.19     
 8 Only psychotic disorder         "-0.46"  "-1.38"      0.47        0.47  0.33     
 9 Only bipolar disorder           "-0.27"  "-0.81"      0.27        0.28  0.33     
10 PTSD                            " 0.43"  " 0.09"      0.78        0.18  0.01     
11 ASD                             " 0.01"  "-0.70"      0.71        0.36  0.99     
12 ADHD                            " 0.27"  "-0.72"      1.26        0.50  0.59     
13 Personality disorder            " 0.38"  "-0.10"      0.86        0.25  0.12     
n R2 adjust. R2 F p value df
8319 0.00 0.00 0.83 0.55 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8319  0.00  0.00         0.83  0.55          6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.01 1.69 4.33 0.67 8.01e-06
Anxiety disorders 0.51 -0.75 1.76 0.64 0.43
Eating disorders 0.54 -1.89 2.97 1.24 0.66
OCDs 0.41 -1.28 2.09 0.86 0.64
PTSD 1.08 -0.87 3.03 0.99 0.28
Depressive disorders 1.02 -0.13 2.17 0.58 0.08
Bipolar disorders 0.93 -0.30 2.16 0.63 0.14
Female 0.57 0.22 0.91 0.17 0.001
Non-binary/Self-defined -0.47 -1.39 0.45 0.47 0.32
age_category_collapsed_reordered16-18 0.70 -0.05 1.44 0.38 0.07
19-25 years 0.63 0.22 1.04 0.21 0.003
36-45 years -0.37 -0.74 0.00 0.19 0.05
46-55 years -0.40 -0.77 -0.04 0.19 0.03
56-65 years -1.13 -1.55 -0.71 0.21 1.32e-07
66-70 years -1.17 -1.97 -0.38 0.40 0.004
71-75 years -1.96 -3.09 -0.83 0.58 7.07e-04
76+ years -1.95 -4.20 0.30 1.15 0.09
Mixed or multiple ethnic origins -0.57 -1.40 0.26 0.42 0.18
Asian or Asian British -0.86 -2.18 0.47 0.68 0.21
African or African British -0.29 -2.33 1.76 1.04 0.78
Other ethnicity -0.29 -1.60 1.02 0.67 0.66
Time difference: Lockdown to baseline -0.06 -0.14 0.01 0.04 0.10
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " 3.01"  " 1.69"      " 4.33"     0.67  8.01e-06 
 2 Anxiety disorders                     " 0.51"  "-0.75"      " 1.76"     0.64  0.43     
 3 Eating disorders                      " 0.54"  "-1.89"      " 2.97"     1.24  0.66     
 4 OCDs                                  " 0.41"  "-1.28"      " 2.09"     0.86  0.64     
 5 PTSD                                  " 1.08"  "-0.87"      " 3.03"     0.99  0.28     
 6 Depressive disorders                  " 1.02"  "-0.13"      " 2.17"     0.58  0.08     
 7 Bipolar disorders                     " 0.93"  "-0.30"      " 2.16"     0.63  0.14     
 8 Female                                " 0.57"  " 0.22"      " 0.91"     0.17  0.001    
 9 Non-binary/Self-defined               "-0.47"  "-1.39"      " 0.45"     0.47  0.32     
10 age_category_collapsed_reordered16-18 " 0.70"  "-0.05"      " 1.44"     0.38  0.07     
# … with 12 more rows
n R2 adjust. R2 F p value df
8319 0.00 0.00 0.83 0.55 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8319  0.00  0.00         0.83  0.55          6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.08 2.01 4.15 0.55 1.94e-08
Depressive and anxiety disorder 0.77 -0.07 1.60 0.43 0.07
Only depressive disorder 0.80 -0.11 1.71 0.46 0.08
Only anxiety disorder 0.42 -0.52 1.37 0.48 0.38
Eating disorders 0.40 0.01 0.80 0.20 0.05
OCDs -0.17 -0.54 0.19 0.19 0.36
Psychotic and bipolar disorder -0.49 -1.61 0.62 0.57 0.38
Only psychotic disorder -0.23 -1.15 0.70 0.47 0.63
Only bipolar disorder -0.10 -0.65 0.44 0.28 0.71
PTSD 0.48 0.13 0.83 0.18 0.007
ASD -0.09 -0.80 0.63 0.36 0.81
ADHD 0.28 -0.70 1.27 0.50 0.57
Personality disorder 0.32 -0.16 0.80 0.25 0.19
Female 0.49 0.14 0.83 0.18 0.005
Non-binary/Self-defined -0.55 -1.47 0.37 0.47 0.24
age_category_collapsed_reordered16-18 0.80 0.06 1.54 0.38 0.03
19-25 years 0.64 0.23 1.05 0.21 0.002
36-45 years -0.37 -0.74 0.00 0.19 0.05
46-55 years -0.41 -0.78 -0.04 0.19 0.03
56-65 years -1.08 -1.51 -0.66 0.22 6.34e-07
66-70 years -1.01 -1.81 -0.22 0.41 0.01
71-75 years -1.71 -2.84 -0.58 0.58 0.003
76+ years -1.75 -3.99 0.50 1.15 0.13
Mixed or multiple ethnic origins -0.58 -1.41 0.25 0.42 0.17
Asian or Asian British -0.75 -2.07 0.56 0.67 0.26
African or African British -0.20 -2.24 1.84 1.04 0.85
Other ethnicity -0.44 -1.73 0.85 0.66 0.50
Key worker 0.24 -0.01 0.50 0.13 0.06
Time difference: Lockdown to baseline -0.06 -0.14 0.01 0.04 0.10
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.08"  " 2.01"      " 4.15"     0.55  1.94e-08 
 2 Depressive and anxiety disorder " 0.77"  "-0.07"      " 1.60"     0.43  0.07     
 3 Only depressive disorder        " 0.80"  "-0.11"      " 1.71"     0.46  0.08     
 4 Only anxiety disorder           " 0.42"  "-0.52"      " 1.37"     0.48  0.38     
 5 Eating disorders                " 0.40"  " 0.01"      " 0.80"     0.20  0.05     
 6 OCDs                            "-0.17"  "-0.54"      " 0.19"     0.19  0.36     
 7 Psychotic and bipolar disorder  "-0.49"  "-1.61"      " 0.62"     0.57  0.38     
 8 Only psychotic disorder         "-0.23"  "-1.15"      " 0.70"     0.47  0.63     
 9 Only bipolar disorder           "-0.10"  "-0.65"      " 0.44"     0.28  0.71     
10 PTSD                            " 0.48"  " 0.13"      " 0.83"     0.18  0.007    
# … with 19 more rows
n R2 adjust. R2 F p value df
8319 0.00 0.00 0.83 0.55 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 8319  0.00  0.00         0.83  0.55          6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.30 4.25 6.35 0.54 8.28e-23
phq.sum_score_retro 0.61 0.60 0.63 0.01 0.00e+00
Anxiety disorders 0.02 -1.14 1.17 0.59 0.98
Eating disorders 1.40 -0.84 3.65 1.14 0.22
OCDs 1.16 -0.39 2.71 0.79 0.14
PTSD 1.08 -0.70 2.86 0.91 0.24
Depressive disorders 1.56 0.51 2.62 0.54 0.004
Bipolar disorders 2.10 0.97 3.24 0.58 2.74e-04
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            5.30     " 4.25"      6.35        0.54  8.28e-23 
2 phq.sum_score_retro  0.61     " 0.60"      0.63        0.01  0.00e+00 
3 Anxiety disorders    0.02     "-1.14"      1.17        0.59  0.98     
4 Eating disorders     1.40     "-0.84"      3.65        1.14  0.22     
5 OCDs                 1.16     "-0.39"      2.71        0.79  0.14     
6 PTSD                 1.08     "-0.70"      2.86        0.91  0.24     
7 Depressive disorders 1.56     " 0.51"      2.62        0.54  0.004    
8 Bipolar disorders    2.10     " 0.97"      3.24        0.58  2.74e-04 
n R2 adjust. R2 F p value df
8319 0.34 0.34 602.29 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 8319  0.34  0.34         602.29 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.91 5.15 6.67 0.39 7.36e-52
phq.sum_score_retro 0.59 0.57 0.61 0.01 0.00e+00
Depressive and anxiety disorder 0.80 0.04 1.56 0.39 0.04
Only depressive disorder 0.18 -0.64 1.00 0.42 0.67
Only anxiety disorder -0.35 -1.20 0.51 0.44 0.43
Eating disorders 1.04 0.69 1.40 0.18 1.14e-08
OCDs 0.51 0.17 0.84 0.17 0.003
Psychotic and bipolar disorder -0.75 -1.77 0.26 0.52 0.15
Only psychotic disorder -0.14 -0.98 0.70 0.43 0.74
Only bipolar disorder 0.25 -0.24 0.75 0.25 0.31
PTSD 0.84 0.52 1.15 0.16 1.90e-07
ASD 0.72 0.07 1.36 0.33 0.03
ADHD 0.73 -0.17 1.62 0.46 0.11
Personality disorder 1.50 1.06 1.94 0.22 3.07e-11
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.91"  " 5.15"      6.67        0.39  7.36e-52 
 2 phq.sum_score_retro             " 0.59"  " 0.57"      0.61        0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.80"  " 0.04"      1.56        0.39  0.04     
 4 Only depressive disorder        " 0.18"  "-0.64"      1.00        0.42  0.67     
 5 Only anxiety disorder           "-0.35"  "-1.20"      0.51        0.44  0.43     
 6 Eating disorders                " 1.04"  " 0.69"      1.40        0.18  1.14e-08 
 7 OCDs                            " 0.51"  " 0.17"      0.84        0.17  0.003    
 8 Psychotic and bipolar disorder  "-0.75"  "-1.77"      0.26        0.52  0.15     
 9 Only psychotic disorder         "-0.14"  "-0.98"      0.70        0.43  0.74     
10 Only bipolar disorder           " 0.25"  "-0.24"      0.75        0.25  0.31     
11 PTSD                            " 0.84"  " 0.52"      1.15        0.16  1.90e-07 
12 ASD                             " 0.72"  " 0.07"      1.36        0.33  0.03     
13 ADHD                            " 0.73"  "-0.17"      1.62        0.46  0.11     
14 Personality disorder            " 1.50"  " 1.06"      1.94        0.22  3.07e-11 
n R2 adjust. R2 F p value df
9687 0.02 0.02 39.82 3.86e-48 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 9687  0.02  0.02         39.82 3.86e-48      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.37 4.15 6.60 0.63 1.15e-17
phq.sum_score_retro 0.59 0.57 0.61 0.01 0.00e+00
Anxiety disorders 0.01 -1.14 1.17 0.59 0.98
Eating disorders 1.28 -0.94 3.50 1.13 0.26
OCDs 0.89 -0.65 2.43 0.79 0.26
PTSD 1.38 -0.40 3.16 0.91 0.13
Depressive disorders 1.87 0.81 2.93 0.54 5.19e-04
Bipolar disorders 2.56 1.42 3.70 0.58 1.02e-05
Female 0.45 0.14 0.76 0.16 0.005
Non-binary/Self-defined 0.50 -0.34 1.34 0.43 0.25
age_category_collapsed_reordered16-18 2.02 1.34 2.71 0.35 7.28e-09
19-25 years 1.03 0.66 1.41 0.19 7.37e-08
36-45 years -0.37 -0.71 -0.03 0.17 0.03
46-55 years -0.37 -0.70 -0.03 0.17 0.03
56-65 years -1.27 -1.66 -0.89 0.20 1.12e-10
66-70 years -2.06 -2.80 -1.33 0.37 3.26e-08
71-75 years -2.77 -3.80 -1.73 0.53 1.84e-07
76+ years -2.39 -4.44 -0.34 1.05 0.02
Mixed or multiple ethnic origins -0.33 -1.10 0.43 0.39 0.39
Asian or Asian British -0.56 -1.77 0.64 0.62 0.36
African or African British -0.30 -2.16 1.56 0.95 0.75
Other ethnicity 0.03 -1.17 1.24 0.61 0.96
Key worker -0.35 -0.58 -0.11 0.12 0.004
Time difference: Lockdown to baseline -0.03 -0.10 0.04 0.04 0.39
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 5.37"  " 4.15"      " 6.60"     0.63  1.15e-17 
 2 phq.sum_score_retro     " 0.59"  " 0.57"      " 0.61"     0.01  0.00e+00 
 3 Anxiety disorders       " 0.01"  "-1.14"      " 1.17"     0.59  0.98     
 4 Eating disorders        " 1.28"  "-0.94"      " 3.50"     1.13  0.26     
 5 OCDs                    " 0.89"  "-0.65"      " 2.43"     0.79  0.26     
 6 PTSD                    " 1.38"  "-0.40"      " 3.16"     0.91  0.13     
 7 Depressive disorders    " 1.87"  " 0.81"      " 2.93"     0.54  5.19e-04 
 8 Bipolar disorders       " 2.56"  " 1.42"      " 3.70"     0.58  1.02e-05 
 9 Female                  " 0.45"  " 0.14"      " 0.76"     0.16  0.005    
10 Non-binary/Self-defined " 0.50"  "-0.34"      " 1.34"     0.43  0.25     
# … with 14 more rows
n R2 adjust. R2 F p value df
9687 0.02 0.02 39.82 3.86e-48 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 9687  0.02  0.02         39.82 3.86e-48      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.03 5.05 7.01 0.50 3.16e-33
phq.sum_score_retro 0.57 0.55 0.59 0.01 0.00e+00
Depressive and anxiety disorder 1.05 0.30 1.81 0.39 0.006
Only depressive disorder 0.71 -0.10 1.53 0.42 0.09
Only anxiety disorder -0.39 -1.24 0.47 0.44 0.37
Eating disorders 0.88 0.52 1.24 0.18 1.37e-06
OCDs 0.43 0.09 0.76 0.17 0.01
Psychotic and bipolar disorder -0.49 -1.49 0.52 0.51 0.34
Only psychotic disorder 0.05 -0.79 0.88 0.43 0.91
Only bipolar disorder 0.45 -0.04 0.94 0.25 0.07
PTSD 0.93 0.61 1.24 0.16 7.73e-09
ASD 0.33 -0.31 0.98 0.33 0.31
ADHD 0.64 -0.26 1.53 0.45 0.16
Personality disorder 1.40 0.97 1.84 0.22 3.86e-10
Female 0.26 -0.05 0.57 0.16 0.10
Non-binary/Self-defined 0.11 -0.72 0.94 0.42 0.80
age_category_collapsed_reordered16-18 2.16 1.49 2.83 0.34 3.01e-10
19-25 years 1.02 0.65 1.39 0.19 6.87e-08
36-45 years -0.35 -0.68 -0.01 0.17 0.04
46-55 years -0.31 -0.64 0.03 0.17 0.07
56-65 years -1.14 -1.53 -0.76 0.20 6.06e-09
66-70 years -1.83 -2.55 -1.10 0.37 7.29e-07
71-75 years -2.41 -3.43 -1.39 0.52 3.93e-06
76+ years -2.09 -4.12 -0.06 1.04 0.04
Mixed or multiple ethnic origins -0.41 -1.16 0.34 0.38 0.28
Asian or Asian British -0.43 -1.62 0.76 0.61 0.48
African or African British -0.10 -1.95 1.74 0.94 0.91
Other ethnicity -0.20 -1.36 0.96 0.59 0.74
Key worker -0.25 -0.48 -0.01 0.12 0.04
Time difference: Lockdown to baseline -0.02 -0.09 0.04 0.03 0.48
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 6.03"  " 5.05"      " 7.01"     0.50  3.16e-33 
 2 phq.sum_score_retro             " 0.57"  " 0.55"      " 0.59"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 1.05"  " 0.30"      " 1.81"     0.39  0.006    
 4 Only depressive disorder        " 0.71"  "-0.10"      " 1.53"     0.42  0.09     
 5 Only anxiety disorder           "-0.39"  "-1.24"      " 0.47"     0.44  0.37     
 6 Eating disorders                " 0.88"  " 0.52"      " 1.24"     0.18  1.37e-06 
 7 OCDs                            " 0.43"  " 0.09"      " 0.76"     0.17  0.01     
 8 Psychotic and bipolar disorder  "-0.49"  "-1.49"      " 0.52"     0.51  0.34     
 9 Only psychotic disorder         " 0.05"  "-0.79"      " 0.88"     0.43  0.91     
10 Only bipolar disorder           " 0.45"  "-0.04"      " 0.94"     0.25  0.07     
# … with 20 more rows
n R2 adjust. R2 F p value df
9687 0.02 0.02 39.82 3.86e-48 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 9687  0.02  0.02         39.82 3.86e-48      6

OCI-R baseline, not controlling for prior symptoms

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 12.34 11.53 13.16 0.41 2.57e-180
Anxiety disorders 2.05 0.59 3.52 0.75 0.006
Eating disorders 4.27 0.09 8.44 2.13 0.05
OCDs 10.43 7.72 13.15 1.38 5.70e-14
PTSD 6.78 3.74 9.83 1.55 1.30e-05
Depressive disorders 5.74 4.83 6.66 0.47 3.07e-34
Bipolar disorders 12.77 11.15 14.38 0.82 4.97e-53
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            "12.34"  "11.53"      "13.16"     0.41  2.57e-180
2 Anxiety disorders    " 2.05"  " 0.59"      " 3.52"     0.75  0.006    
3 Eating disorders     " 4.27"  " 0.09"      " 8.44"     2.13  0.05     
4 OCDs                 "10.43"  " 7.72"      "13.15"     1.38  5.70e-14 
5 PTSD                 " 6.78"  " 3.74"      " 9.83"     1.55  1.30e-05 
6 Depressive disorders " 5.74"  " 4.83"      " 6.66"     0.47  3.07e-34 
7 Bipolar disorders    "12.77"  "11.15"      "14.38"     0.82  4.97e-53 
n R2 adjust. R2 F p value df
5187 0.06 0.06 52.91 1.40e-63 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5187  0.06  0.06         52.91 1.40e-63      6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 13.33 12.63 14.03 0.36 1.93e-271
Depressive and anxiety disorder 2.50 1.63 3.36 0.44 1.64e-08
Only depressive disorder -0.78 -1.98 0.41 0.61 0.20
Only anxiety disorder 0.78 -0.45 2.01 0.63 0.21
Eating disorders 0.62 -0.45 1.68 0.54 0.26
OCDs 7.47 6.53 8.41 0.48 1.21e-53
Psychotic and bipolar disorder 7.02 4.50 9.54 1.29 5.11e-08
Only psychotic disorder 4.35 2.05 6.65 1.17 2.09e-04
Only bipolar disorder 3.31 1.66 4.97 0.84 8.90e-05
PTSD 1.96 1.03 2.89 0.47 3.42e-05
ASD 9.07 7.38 10.75 0.86 7.54e-26
ADHD 2.71 0.39 5.03 1.18 0.02
Personality disorder 3.43 2.16 4.71 0.65 1.23e-07
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "13.33"  "12.63"      "14.03"     0.36  1.93e-271
 2 Depressive and anxiety disorder " 2.50"  " 1.63"      " 3.36"     0.44  1.64e-08 
 3 Only depressive disorder        "-0.78"  "-1.98"      " 0.41"     0.61  0.20     
 4 Only anxiety disorder           " 0.78"  "-0.45"      " 2.01"     0.63  0.21     
 5 Eating disorders                " 0.62"  "-0.45"      " 1.68"     0.54  0.26     
 6 OCDs                            " 7.47"  " 6.53"      " 8.41"     0.48  1.21e-53 
 7 Psychotic and bipolar disorder  " 7.02"  " 4.50"      " 9.54"     1.29  5.11e-08 
 8 Only psychotic disorder         " 4.35"  " 2.05"      " 6.65"     1.17  2.09e-04 
 9 Only bipolar disorder           " 3.31"  " 1.66"      " 4.97"     0.84  8.90e-05 
10 PTSD                            " 1.96"  " 1.03"      " 2.89"     0.47  3.42e-05 
11 ASD                             " 9.07"  " 7.38"      "10.75"     0.86  7.54e-26 
12 ADHD                            " 2.71"  " 0.39"      " 5.03"     1.18  0.02     
13 Personality disorder            " 3.43"  " 2.16"      " 4.71"     0.65  1.23e-07 
n R2 adjust. R2 F p value df
5187 0.06 0.06 52.91 1.40e-63 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5187  0.06  0.06         52.91 1.40e-63      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 15.44 13.75 17.13 0.86 2.03e-69
Anxiety disorders 1.67 0.21 3.14 0.75 0.03
Eating disorders 3.33 -0.84 7.49 2.13 0.12
OCDs 8.67 5.97 11.37 1.38 3.21e-10
PTSD 6.49 3.45 9.53 1.55 2.85e-05
Depressive disorders 6.05 5.10 7.00 0.48 2.77e-35
Bipolar disorders 12.70 11.08 14.33 0.83 6.51e-52
Female -0.91 -1.87 0.05 0.49 0.06
Non-binary/Self-defined 1.82 -0.80 4.45 1.34 0.17
age_category_collapsed_reordered16-18 8.24 6.60 9.89 0.84 1.47e-22
19-25 years 1.70 0.39 3.01 0.67 0.01
36-45 years -0.47 -1.69 0.74 0.62 0.45
46-55 years -0.67 -1.78 0.45 0.57 0.24
56-65 years -1.89 -3.00 -0.78 0.57 8.48e-04
66-70 years -2.50 -4.13 -0.88 0.83 0.003
71-75 years -3.47 -5.45 -1.49 1.01 5.92e-04
76+ years -4.77 -8.43 -1.11 1.87 0.01
Mixed or multiple ethnic origins 1.17 -1.15 3.50 1.19 0.32
Asian or Asian British 4.45 1.34 7.56 1.59 0.005
African or African British 3.10 -2.44 8.65 2.83 0.27
Other ethnicity 2.59 -0.83 6.02 1.75 0.14
Time difference: Lockdown to baseline -0.39 -0.56 -0.23 0.08 1.84e-06
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "15.44"  "13.75"      "17.13"     0.86  2.03e-69 
 2 Anxiety disorders                     " 1.67"  " 0.21"      " 3.14"     0.75  0.03     
 3 Eating disorders                      " 3.33"  "-0.84"      " 7.49"     2.13  0.12     
 4 OCDs                                  " 8.67"  " 5.97"      "11.37"     1.38  3.21e-10 
 5 PTSD                                  " 6.49"  " 3.45"      " 9.53"     1.55  2.85e-05 
 6 Depressive disorders                  " 6.05"  " 5.10"      " 7.00"     0.48  2.77e-35 
 7 Bipolar disorders                     "12.70"  "11.08"      "14.33"     0.83  6.51e-52 
 8 Female                                "-0.91"  "-1.87"      " 0.05"     0.49  0.06     
 9 Non-binary/Self-defined               " 1.82"  "-0.80"      " 4.45"     1.34  0.17     
10 age_category_collapsed_reordered16-18 " 8.24"  " 6.60"      " 9.89"     0.84  1.47e-22 
# … with 12 more rows
n R2 adjust. R2 F p value df
5187 0.06 0.06 52.91 1.40e-63 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5187  0.06  0.06         52.91 1.40e-63      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 15.69 14.10 17.29 0.81 4.46e-80
Depressive and anxiety disorder 3.34 2.44 4.24 0.46 3.43e-13
Only depressive disorder 0.35 -0.86 1.55 0.62 0.58
Only anxiety disorder 0.92 -0.31 2.16 0.63 0.14
Eating disorders 0.25 -0.81 1.31 0.54 0.64
OCDs 7.03 6.10 7.96 0.48 2.32e-48
Psychotic and bipolar disorder 6.97 4.48 9.46 1.27 4.23e-08
Only psychotic disorder 3.92 1.66 6.19 1.15 6.78e-04
Only bipolar disorder 3.29 1.64 4.93 0.84 9.11e-05
PTSD 2.30 1.38 3.23 0.47 1.14e-06
ASD 7.54 5.85 9.24 0.86 3.53e-18
ADHD 1.68 -0.61 3.98 1.17 0.15
Personality disorder 3.36 2.10 4.63 0.64 1.82e-07
Female -0.86 -1.78 0.05 0.47 0.06
Non-binary/Self-defined -1.12 -3.62 1.38 1.28 0.38
age_category_collapsed_reordered16-18 8.06 6.53 9.58 0.78 7.54e-25
19-25 years 1.69 0.46 2.92 0.63 0.007
36-45 years -0.01 -1.17 1.14 0.59 0.98
46-55 years 0.13 -0.93 1.20 0.54 0.80
56-65 years -0.62 -1.69 0.45 0.54 0.26
66-70 years -0.80 -2.38 0.79 0.81 0.32
71-75 years -1.91 -3.82 0.00 0.97 0.05
76+ years -3.54 -7.03 -0.05 1.78 0.05
Mixed or multiple ethnic origins 0.66 -1.55 2.86 1.13 0.56
Asian or Asian British 5.21 2.34 8.08 1.46 3.74e-04
African or African British 4.16 -0.98 9.30 2.62 0.11
Other ethnicity 1.40 -1.86 4.66 1.66 0.40
Key worker -1.05 -1.76 -0.35 0.36 0.003
Time difference: Lockdown to baseline -0.39 -0.54 -0.24 0.08 5.58e-07
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "15.69"  "14.10"      "17.29"     0.81  4.46e-80 
 2 Depressive and anxiety disorder " 3.34"  " 2.44"      " 4.24"     0.46  3.43e-13 
 3 Only depressive disorder        " 0.35"  "-0.86"      " 1.55"     0.62  0.58     
 4 Only anxiety disorder           " 0.92"  "-0.31"      " 2.16"     0.63  0.14     
 5 Eating disorders                " 0.25"  "-0.81"      " 1.31"     0.54  0.64     
 6 OCDs                            " 7.03"  " 6.10"      " 7.96"     0.48  2.32e-48 
 7 Psychotic and bipolar disorder  " 6.97"  " 4.48"      " 9.46"     1.27  4.23e-08 
 8 Only psychotic disorder         " 3.92"  " 1.66"      " 6.19"     1.15  6.78e-04 
 9 Only bipolar disorder           " 3.29"  " 1.64"      " 4.93"     0.84  9.11e-05 
10 PTSD                            " 2.30"  " 1.38"      " 3.23"     0.47  1.14e-06 
# … with 19 more rows
n R2 adjust. R2 F p value df
5187 0.06 0.06 52.91 1.40e-63 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5187  0.06  0.06         52.91 1.40e-63      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.35 3.59 9.10 1.41 6.71e-06
Anxiety disorders 0.17 -2.64 2.99 1.43 0.90
Eating disorders 8.06 2.15 13.98 3.02 0.008
OCDs 11.04 6.42 15.66 2.36 2.98e-06
PTSD 9.49 3.54 15.44 3.03 0.002
Depressive disorders 7.29 5.47 9.12 0.93 7.14e-15
Bipolar disorders 12.92 10.40 15.43 1.28 2.13e-23
Female -0.44 -1.81 0.93 0.70 0.53
Non-binary/Self-defined 2.94 -0.64 6.52 1.82 0.11
Age -228.51 -325.53 -131.48 49.48 4.09e-06
Age2 -37.91 -127.72 51.91 45.80 0.41
Mixed or multiple ethnic origins 1.96 -1.24 5.16 1.63 0.23
Asian or Asian British 10.02 3.52 16.52 3.32 0.003
African or African British 4.66 -4.87 14.20 4.86 0.34
Other ethnicity 3.60 -1.10 8.29 2.39 0.13
Time difference: Lockdown to baseline 0.29 0.02 0.56 0.14 0.03
# A tibble: 16 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE      `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr>   <chr>    
 1 Intercept                             "   6.35" "   3.59"    "   9.10"   " 1.41" 6.71e-06 
 2 Anxiety disorders                     "   0.17" "  -2.64"    "   2.99"   " 1.43" 0.90     
 3 Eating disorders                      "   8.06" "   2.15"    "  13.98"   " 3.02" 0.008    
 4 OCDs                                  "  11.04" "   6.42"    "  15.66"   " 2.36" 2.98e-06 
 5 PTSD                                  "   9.49" "   3.54"    "  15.44"   " 3.03" 0.002    
 6 Depressive disorders                  "   7.29" "   5.47"    "   9.12"   " 0.93" 7.14e-15 
 7 Bipolar disorders                     "  12.92" "  10.40"    "  15.43"   " 1.28" 2.13e-23 
 8 Female                                "  -0.44" "  -1.81"    "   0.93"   " 0.70" 0.53     
 9 Non-binary/Self-defined               "   2.94" "  -0.64"    "   6.52"   " 1.82" 0.11     
10 Age                                   "-228.51" "-325.53"    "-131.48"   "49.48" 4.09e-06 
11 Age^2                                 " -37.91" "-127.72"    "  51.91"   "45.80" 0.41     
12 Mixed or multiple ethnic origins      "   1.96" "  -1.24"    "   5.16"   " 1.63" 0.23     
13 Asian or Asian British                "  10.02" "   3.52"    "  16.52"   " 3.32" 0.003    
14 African or African British            "   4.66" "  -4.87"    "  14.20"   " 4.86" 0.34     
15 Other ethnicity                       "   3.60" "  -1.10"    "   8.29"   " 2.39" 0.13     
16 Time difference: Lockdown to baseline "   0.29" "   0.02"    "   0.56"   " 0.14" 0.03     
n R2 adjust. R2 F p value df
2351 0.07 0.07 30.38 2.76e-35 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2351  0.07  0.07         30.38 2.76e-35      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 8.06 5.49 10.63 1.31 9.66e-10
Depressive and anxiety disorder 4.47 2.83 6.10 0.83 9.06e-08
Only depressive disorder 2.32 0.15 4.49 1.11 0.04
Only anxiety disorder 0.91 -1.42 3.23 1.19 0.45
Eating disorders 1.43 -0.01 2.87 0.73 0.05
OCDs 6.94 5.67 8.21 0.65 2.50e-26
Psychotic and bipolar disorder 6.19 2.53 9.84 1.86 9.23e-04
Only psychotic disorder 3.02 0.07 5.97 1.50 0.04
Only bipolar disorder 3.51 1.41 5.61 1.07 0.001
PTSD 2.23 0.97 3.49 0.64 5.21e-04
ASD 6.10 3.40 8.80 1.38 9.63e-06
ADHD 0.07 -3.76 3.90 1.95 0.97
Personality disorder 2.76 1.10 4.41 0.84 0.001
Female -0.76 -2.06 0.55 0.66 0.25
Non-binary/Self-defined 1.41 -2.04 4.86 1.76 0.42
Age -166.95 -262.51 -71.39 48.73 6.24e-04
Age2 -38.78 -126.23 48.68 44.60 0.38
Mixed or multiple ethnic origins 1.11 -1.96 4.18 1.57 0.48
Asian or Asian British 8.94 2.96 14.92 3.05 0.003
African or African British 5.35 -3.71 14.42 4.62 0.25
Other ethnicity 1.58 -2.99 6.14 2.33 0.50
Key worker -1.39 -2.39 -0.40 0.51 0.006
Time difference: Lockdown to baseline 0.26 0.01 0.51 0.13 0.04
# A tibble: 23 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE      `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr>   <chr>    
 1 Intercept                       "   8.06" "   5.49"    " 10.63"    " 1.31" 9.66e-10 
 2 Depressive and anxiety disorder "   4.47" "   2.83"    "  6.10"    " 0.83" 9.06e-08 
 3 Only depressive disorder        "   2.32" "   0.15"    "  4.49"    " 1.11" 0.04     
 4 Only anxiety disorder           "   0.91" "  -1.42"    "  3.23"    " 1.19" 0.45     
 5 Eating disorders                "   1.43" "  -0.01"    "  2.87"    " 0.73" 0.05     
 6 OCDs                            "   6.94" "   5.67"    "  8.21"    " 0.65" 2.50e-26 
 7 Psychotic and bipolar disorder  "   6.19" "   2.53"    "  9.84"    " 1.86" 9.23e-04 
 8 Only psychotic disorder         "   3.02" "   0.07"    "  5.97"    " 1.50" 0.04     
 9 Only bipolar disorder           "   3.51" "   1.41"    "  5.61"    " 1.07" 0.001    
10 PTSD                            "   2.23" "   0.97"    "  3.49"    " 0.64" 5.21e-04 
# … with 13 more rows
n R2 adjust. R2 F p value df
2351 0.07 0.07 30.38 2.76e-35 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2351  0.07  0.07         30.38 2.76e-35      6

OCIR prepan

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.00 -10.15 14.15 6.18 0.75
Anxiety disorders -10.07 -23.37 3.24 6.77 0.14
Eating disorders -8.00 -27.20 11.20 9.77 0.41
OCDs -12.64 -26.34 1.07 6.97 0.07
PTSD -24.50 -43.70 -5.30 9.77 0.01
Depressive disorders -10.11 -22.30 2.09 6.20 0.10
Bipolar disorders -9.36 -21.92 3.19 6.39 0.14
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            "  2.00" -10.15       "14.15"     6.18  0.75     
2 Anxiety disorders    "-10.07" -23.37       " 3.24"     6.77  0.14     
3 Eating disorders     " -8.00" -27.20       "11.20"     9.77  0.41     
4 OCDs                 "-12.64" -26.34       " 1.07"     6.97  0.07     
5 PTSD                 "-24.50" -43.70       "-5.30"     9.77  0.01     
6 Depressive disorders "-10.11" -22.30       " 2.09"     6.20  0.10     
7 Bipolar disorders    " -9.36" -21.92       " 3.19"     6.39  0.14     
n R2 adjust. R2 F p value df
436 0.02 0.00 1.20 0.31 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 436   0.02  0.00         1.20  0.31          6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.97 -9.82 5.88 3.99 0.62
Depressive and anxiety disorder -4.69 -12.65 3.26 4.05 0.25
Only depressive disorder -4.49 -13.22 4.24 4.44 0.31
Only anxiety disorder -8.20 -16.94 0.54 4.45 0.07
Eating disorders -0.11 -2.79 2.58 1.37 0.94
OCDs -1.25 -3.47 0.98 1.13 0.27
Psychotic and bipolar disorder 12.95 5.33 20.57 3.88 9.07e-04
Only psychotic disorder -0.95 -6.48 4.59 2.82 0.74
Only bipolar disorder -1.15 -4.80 2.50 1.86 0.54
PTSD -3.79 -6.25 -1.33 1.25 0.003
ASD -0.45 -4.77 3.88 2.20 0.84
ADHD 6.08 -0.41 12.57 3.30 0.07
Personality disorder -1.65 -4.91 1.61 1.66 0.32
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-1.97"  " -9.82"     " 5.88"     3.99  0.62     
 2 Depressive and anxiety disorder "-4.69"  "-12.65"     " 3.26"     4.05  0.25     
 3 Only depressive disorder        "-4.49"  "-13.22"     " 4.24"     4.44  0.31     
 4 Only anxiety disorder           "-8.20"  "-16.94"     " 0.54"     4.45  0.07     
 5 Eating disorders                "-0.11"  " -2.79"     " 2.58"     1.37  0.94     
 6 OCDs                            "-1.25"  " -3.47"     " 0.98"     1.13  0.27     
 7 Psychotic and bipolar disorder  "12.95"  "  5.33"     "20.57"     3.88  9.07e-04 
 8 Only psychotic disorder         "-0.95"  " -6.48"     " 4.59"     2.82  0.74     
 9 Only bipolar disorder           "-1.15"  " -4.80"     " 2.50"     1.86  0.54     
10 PTSD                            "-3.79"  " -6.25"     "-1.33"     1.25  0.003    
11 ASD                             "-0.45"  " -4.77"     " 3.88"     2.20  0.84     
12 ADHD                            " 6.08"  " -0.41"     "12.57"     3.30  0.07     
13 Personality disorder            "-1.65"  " -4.91"     " 1.61"     1.66  0.32     
n R2 adjust. R2 F p value df
436 0.02 0.00 1.20 0.31 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 436   0.02  0.00         1.20  0.31          6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.04 -11.93 16.02 7.11 0.77
Anxiety disorders -8.89 -22.30 4.52 6.82 0.19
Eating disorders -6.73 -25.88 12.42 9.74 0.49
OCDs -11.92 -25.71 1.86 7.01 0.09
PTSD -23.03 -42.29 -3.77 9.80 0.02
Depressive disorders -9.92 -22.25 2.40 6.27 0.11
Bipolar disorders -9.57 -22.24 3.09 6.44 0.14
Female -2.40 -5.48 0.68 1.57 0.13
Non-binary/Self-defined -2.97 -8.90 2.96 3.02 0.33
age_category_collapsed_reordered16-18 -7.23 -14.16 -0.30 3.52 0.04
19-25 years -3.44 -6.41 -0.48 1.51 0.02
36-45 years -0.26 -3.36 2.83 1.57 0.87
46-55 years -0.15 -3.14 2.84 1.52 0.92
56-65 years -2.75 -6.44 0.93 1.88 0.14
66-70 years -2.21 -8.75 4.32 3.32 0.51
71-75 years 0.51 -11.60 12.62 6.16 0.93
Mixed or multiple ethnic origins 2.32 -4.36 8.99 3.40 0.50
Asian or Asian British -25.07 -39.77 -10.37 7.48 8.73e-04
African or African British 17.03 -4.71 38.78 11.06 0.12
Other ethnicity -1.26 -9.90 7.39 4.40 0.77
Time difference: Lockdown to baseline 0.46 -0.30 1.22 0.39 0.23
# A tibble: 21 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE      `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr>   <chr>    
 1 Intercept                             "  2.04" "-11.93"     " 16.02"    " 7.11" 0.77     
 2 Anxiety disorders                     " -8.89" "-22.30"     "  4.52"    " 6.82" 0.19     
 3 Eating disorders                      " -6.73" "-25.88"     " 12.42"    " 9.74" 0.49     
 4 OCDs                                  "-11.92" "-25.71"     "  1.86"    " 7.01" 0.09     
 5 PTSD                                  "-23.03" "-42.29"     " -3.77"    " 9.80" 0.02     
 6 Depressive disorders                  " -9.92" "-22.25"     "  2.40"    " 6.27" 0.11     
 7 Bipolar disorders                     " -9.57" "-22.24"     "  3.09"    " 6.44" 0.14     
 8 Female                                " -2.40" " -5.48"     "  0.68"    " 1.57" 0.13     
 9 Non-binary/Self-defined               " -2.97" " -8.90"     "  2.96"    " 3.02" 0.33     
10 age_category_collapsed_reordered16-18 " -7.23" "-14.16"     " -0.30"    " 3.52" 0.04     
# … with 11 more rows
n R2 adjust. R2 F p value df
436 0.02 0.00 1.20 0.31 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 436   0.02  0.00         1.20  0.31          6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -3.92 -14.68 6.84 5.47 0.47
Depressive and anxiety disorder -4.23 -13.00 4.54 4.46 0.34
Only depressive disorder -4.32 -13.77 5.14 4.81 0.37
Only anxiety disorder -6.76 -16.24 2.72 4.82 0.16
Eating disorders 0.10 -2.63 2.83 1.39 0.94
OCDs -1.13 -3.38 1.11 1.14 0.32
Psychotic and bipolar disorder 11.21 3.49 18.93 3.93 0.005
Only psychotic disorder -1.54 -7.19 4.10 2.87 0.59
Only bipolar disorder -1.19 -4.91 2.53 1.89 0.53
PTSD -3.44 -5.97 -0.91 1.29 0.008
ASD -0.47 -4.83 3.90 2.22 0.83
ADHD 5.20 -1.33 11.72 3.32 0.12
Personality disorder -1.05 -4.32 2.23 1.67 0.53
Female -1.66 -4.79 1.48 1.59 0.30
Non-binary/Self-defined -1.50 -7.58 4.58 3.09 0.63
age_category_collapsed_reordered16-18 -6.20 -13.06 0.66 3.49 0.08
19-25 years -3.51 -6.48 -0.54 1.51 0.02
36-45 years -0.52 -3.60 2.56 1.57 0.74
46-55 years -0.10 -3.12 2.92 1.54 0.95
56-65 years -2.08 -5.82 1.66 1.90 0.27
66-70 years -2.36 -8.96 4.25 3.36 0.48
71-75 years 2.49 -8.24 13.22 5.46 0.65
Mixed or multiple ethnic origins 2.65 -4.05 9.34 3.41 0.44
Asian or Asian British -22.96 -37.78 -8.15 7.54 0.002
African or African British 17.05 -4.50 38.59 10.96 0.12
Other ethnicity -1.47 -10.07 7.14 4.38 0.74
Key worker 1.12 -1.09 3.33 1.12 0.32
Time difference: Lockdown to baseline 0.52 -0.23 1.27 0.38 0.17
# A tibble: 28 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE      `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr>   <chr>    
 1 Intercept                       " -3.92" "-14.68"     " 6.84"     " 5.47" 0.47     
 2 Depressive and anxiety disorder " -4.23" "-13.00"     " 4.54"     " 4.46" 0.34     
 3 Only depressive disorder        " -4.32" "-13.77"     " 5.14"     " 4.81" 0.37     
 4 Only anxiety disorder           " -6.76" "-16.24"     " 2.72"     " 4.82" 0.16     
 5 Eating disorders                "  0.10" " -2.63"     " 2.83"     " 1.39" 0.94     
 6 OCDs                            " -1.13" " -3.38"     " 1.11"     " 1.14" 0.32     
 7 Psychotic and bipolar disorder  " 11.21" "  3.49"     "18.93"     " 3.93" 0.005    
 8 Only psychotic disorder         " -1.54" " -7.19"     " 4.10"     " 2.87" 0.59     
 9 Only bipolar disorder           " -1.19" " -4.91"     " 2.53"     " 1.89" 0.53     
10 PTSD                            " -3.44" " -5.97"     "-0.91"     " 1.29" 0.008    
# … with 18 more rows
n R2 adjust. R2 F p value df
436 0.02 0.00 1.20 0.31 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 436   0.02  0.00         1.20  0.31          6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 0.82 -12.88 14.52 6.97 0.91
Anxiety disorders -9.53 -22.75 3.69 6.73 0.16
Eating disorders -5.99 -24.93 12.94 9.63 0.53
OCDs -11.80 -25.29 1.68 6.86 0.09
PTSD -23.80 -42.78 -4.82 9.65 0.01
Depressive disorders -9.84 -21.94 2.26 6.16 0.11
Bipolar disorders -9.78 -22.24 2.67 6.34 0.12
Female -2.36 -5.43 0.70 1.56 0.13
Non-binary/Self-defined -2.80 -8.69 3.09 3.00 0.35
Age 6.51 -113.13 126.16 60.87 0.91
Age2 -163.21 -285.29 -41.12 62.11 0.009
Mixed or multiple ethnic origins 2.26 -4.38 8.91 3.38 0.50
Asian or Asian British -25.30 -39.96 -10.65 7.46 7.55e-04
African or African British 19.00 -2.12 40.11 10.74 0.08
Other ethnicity -1.18 -9.78 7.43 4.38 0.79
Time difference: Lockdown to baseline 0.45 -0.30 1.21 0.38 0.24
# A tibble: 16 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE      `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr>   <chr>    
 1 Intercept                             "   0.82" " -12.88"    " 14.52"    " 6.97" 0.91     
 2 Anxiety disorders                     "  -9.53" " -22.75"    "  3.69"    " 6.73" 0.16     
 3 Eating disorders                      "  -5.99" " -24.93"    " 12.94"    " 9.63" 0.53     
 4 OCDs                                  " -11.80" " -25.29"    "  1.68"    " 6.86" 0.09     
 5 PTSD                                  " -23.80" " -42.78"    " -4.82"    " 9.65" 0.01     
 6 Depressive disorders                  "  -9.84" " -21.94"    "  2.26"    " 6.16" 0.11     
 7 Bipolar disorders                     "  -9.78" " -22.24"    "  2.67"    " 6.34" 0.12     
 8 Female                                "  -2.36" "  -5.43"    "  0.70"    " 1.56" 0.13     
 9 Non-binary/Self-defined               "  -2.80" "  -8.69"    "  3.09"    " 3.00" 0.35     
10 Age                                   "   6.51" "-113.13"    "126.16"    "60.87" 0.91     
11 Age^2                                 "-163.21" "-285.29"    "-41.12"    "62.11" 0.009    
12 Mixed or multiple ethnic origins      "   2.26" "  -4.38"    "  8.91"    " 3.38" 0.50     
13 Asian or Asian British                " -25.30" " -39.96"    "-10.65"    " 7.46" 7.55e-04 
14 African or African British            "  19.00" "  -2.12"    " 40.11"    "10.74" 0.08     
15 Other ethnicity                       "  -1.18" "  -9.78"    "  7.43"    " 4.38" 0.79     
16 Time difference: Lockdown to baseline "   0.45" "  -0.30"    "  1.21"    " 0.38" 0.24     
n R2 adjust. R2 F p value df
436 0.02 0.00 1.20 0.31 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 436   0.02  0.00         1.20  0.31          6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -3.88 -14.22 6.46 5.26 0.46
Depressive and anxiety disorder -5.09 -13.66 3.49 4.36 0.24
Only depressive disorder -5.61 -14.87 3.65 4.71 0.23
Only anxiety disorder -8.09 -17.40 1.21 4.73 0.09
Eating disorders 0.06 -2.66 2.78 1.38 0.97
OCDs -1.21 -3.43 1.02 1.13 0.29
Psychotic and bipolar disorder 10.86 3.17 18.55 3.91 0.006
Only psychotic disorder -1.50 -7.07 4.07 2.83 0.60
Only bipolar disorder -1.37 -5.06 2.32 1.88 0.47
PTSD -3.64 -6.15 -1.12 1.28 0.005
ASD -0.28 -4.63 4.07 2.21 0.90
ADHD 5.40 -1.07 11.87 3.29 0.10
Personality disorder -1.20 -4.46 2.05 1.66 0.47
Female -1.73 -4.84 1.38 1.58 0.27
Non-binary/Self-defined -1.47 -7.49 4.56 3.07 0.63
Age 29.85 -91.87 151.56 61.92 0.63
Age2 -138.78 -261.27 -16.30 62.31 0.03
Mixed or multiple ethnic origins 2.62 -4.05 9.28 3.39 0.44
Asian or Asian British -23.04 -37.80 -8.29 7.51 0.002
African or African British 17.70 -3.19 38.59 10.63 0.10
Other ethnicity -1.34 -9.89 7.21 4.35 0.76
Key worker 1.15 -1.05 3.36 1.12 0.30
Time difference: Lockdown to baseline 0.51 -0.24 1.26 0.38 0.18
# A tibble: 23 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE      `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr>   <chr>    
 1 Intercept                       "  -3.88" " -14.22"    "  6.46"    " 5.26" 0.46     
 2 Depressive and anxiety disorder "  -5.09" " -13.66"    "  3.49"    " 4.36" 0.24     
 3 Only depressive disorder        "  -5.61" " -14.87"    "  3.65"    " 4.71" 0.23     
 4 Only anxiety disorder           "  -8.09" " -17.40"    "  1.21"    " 4.73" 0.09     
 5 Eating disorders                "   0.06" "  -2.66"    "  2.78"    " 1.38" 0.97     
 6 OCDs                            "  -1.21" "  -3.43"    "  1.02"    " 1.13" 0.29     
 7 Psychotic and bipolar disorder  "  10.86" "   3.17"    " 18.55"    " 3.91" 0.006    
 8 Only psychotic disorder         "  -1.50" "  -7.07"    "  4.07"    " 2.83" 0.60     
 9 Only bipolar disorder           "  -1.37" "  -5.06"    "  2.32"    " 1.88" 0.47     
10 PTSD                            "  -3.64" "  -6.15"    " -1.12"    " 1.28" 0.005    
# … with 13 more rows
n R2 adjust. R2 F p value df
436 0.02 0.00 1.20 0.31 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 436   0.02  0.00         1.20  0.31          6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.60 -1.32 20.52 5.56 0.08
ocir.sum_score_prepan 0.65 0.58 0.71 0.03 3.49e-61
Anxiety disorders -11.49 -23.36 0.38 6.04 0.06
Eating disorders -9.29 -26.42 7.84 8.71 0.29
OCDs -9.11 -21.35 3.13 6.23 0.14
PTSD -20.88 -38.02 -3.73 8.72 0.02
Depressive disorders -8.32 -19.20 2.56 5.54 0.13
Bipolar disorders -5.59 -16.81 5.63 5.71 0.33
# A tibble: 8 x 6
  `Indepent variable`   Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                 <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept             "  9.60" " -1.32"     "20.52"     5.56  0.08     
2 ocir.sum_score_prepan "  0.65" "  0.58"     " 0.71"     0.03  3.49e-61 
3 Anxiety disorders     "-11.49" "-23.36"     " 0.38"     6.04  0.06     
4 Eating disorders      " -9.29" "-26.42"     " 7.84"     8.71  0.29     
5 OCDs                  " -9.11" "-21.35"     " 3.13"     6.23  0.14     
6 PTSD                  "-20.88" "-38.02"     "-3.73"     8.72  0.02     
7 Depressive disorders  " -8.32" "-19.20"     " 2.56"     5.54  0.13     
8 Bipolar disorders     " -5.59" "-16.81"     " 5.63"     5.71  0.33     
n R2 adjust. R2 F p value df
436 0.49 0.49 59.80 1.44e-59 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 436   0.49  0.49         59.80 1.44e-59      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.70 -1.50 12.89 3.66 0.12
ocir.sum_score_prepan 0.64 0.57 0.71 0.04 1.22e-53
Depressive and anxiety disorder -4.17 -11.31 2.97 3.63 0.25
Only depressive disorder -5.37 -13.21 2.46 3.99 0.18
Only anxiety disorder -8.62 -16.46 -0.78 3.99 0.03
Eating disorders 0.48 -1.94 2.89 1.23 0.70
OCDs 2.28 0.17 4.39 1.07 0.03
Psychotic and bipolar disorder 11.83 4.99 18.67 3.48 7.37e-04
Only psychotic disorder 0.58 -4.40 5.55 2.53 0.82
Only bipolar disorder 0.87 -2.43 4.17 1.68 0.61
PTSD -2.65 -4.87 -0.43 1.13 0.02
ASD 0.22 -3.66 4.10 1.97 0.91
ADHD 4.02 -1.82 9.85 2.97 0.18
Personality disorder -0.69 -3.62 2.25 1.49 0.65
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.70"  " -1.50"     "12.89"     3.66  0.12     
 2 ocir.sum_score_prepan           " 0.64"  "  0.57"     " 0.71"     0.04  1.22e-53 
 3 Depressive and anxiety disorder "-4.17"  "-11.31"     " 2.97"     3.63  0.25     
 4 Only depressive disorder        "-5.37"  "-13.21"     " 2.46"     3.99  0.18     
 5 Only anxiety disorder           "-8.62"  "-16.46"     "-0.78"     3.99  0.03     
 6 Eating disorders                " 0.48"  " -1.94"     " 2.89"     1.23  0.70     
 7 OCDs                            " 2.28"  "  0.17"     " 4.39"     1.07  0.03     
 8 Psychotic and bipolar disorder  "11.83"  "  4.99"     "18.67"     3.48  7.37e-04 
 9 Only psychotic disorder         " 0.58"  " -4.40"     " 5.55"     2.53  0.82     
10 Only bipolar disorder           " 0.87"  " -2.43"     " 4.17"     1.68  0.61     
11 PTSD                            "-2.65"  " -4.87"     "-0.43"     1.13  0.02     
12 ASD                             " 0.22"  " -3.66"     " 4.10"     1.97  0.91     
13 ADHD                            " 4.02"  " -1.82"     " 9.85"     2.97  0.18     
14 Personality disorder            "-0.69"  " -3.62"     " 2.25"     1.49  0.65     
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 14.34 -1.04 29.71 7.82 0.07
ocir.sum_score_prepan 0.66 0.59 0.73 0.03 4.03e-59
Anxiety disorders -15.86 -30.44 -1.27 7.42 0.03
Eating disorders -13.66 -32.79 5.48 9.73 0.16
OCDs -14.11 -28.95 0.73 7.55 0.06
PTSD -25.47 -44.67 -6.27 9.77 0.009
Depressive disorders -13.35 -27.11 0.42 7.00 0.06
Bipolar disorders -10.79 -24.80 3.22 7.13 0.13
Female -1.78 -4.57 1.01 1.42 0.21
Non-binary/Self-defined -1.60 -6.96 3.77 2.73 0.56
age_category_collapsed_reordered16-18 -6.17 -12.49 0.15 3.21 0.06
19-25 years -1.43 -4.15 1.30 1.39 0.30
36-45 years 0.16 -2.63 2.96 1.42 0.91
46-55 years 0.59 -2.12 3.31 1.38 0.67
56-65 years -2.25 -5.61 1.11 1.71 0.19
66-70 years -3.11 -9.08 2.86 3.04 0.31
71-75 years -3.87 -14.88 7.13 5.60 0.49
Mixed or multiple ethnic origins 0.73 -5.31 6.77 3.07 0.81
Asian or Asian British -16.33 -29.77 -2.89 6.84 0.02
African or African British 21.98 2.34 41.61 9.99 0.03
Other ethnicity 1.08 -6.75 8.92 3.99 0.79
Key worker 0.18 -1.81 2.17 1.01 0.86
Time difference: Lockdown to baseline 0.29 -0.40 0.99 0.35 0.40
# A tibble: 23 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 14.34" " -1.04"     "29.71"     7.82  0.07     
 2 ocir.sum_score_prepan   "  0.66" "  0.59"     " 0.73"     0.03  4.03e-59 
 3 Anxiety disorders       "-15.86" "-30.44"     "-1.27"     7.42  0.03     
 4 Eating disorders        "-13.66" "-32.79"     " 5.48"     9.73  0.16     
 5 OCDs                    "-14.11" "-28.95"     " 0.73"     7.55  0.06     
 6 PTSD                    "-25.47" "-44.67"     "-6.27"     9.77  0.009    
 7 Depressive disorders    "-13.35" "-27.11"     " 0.42"     7.00  0.06     
 8 Bipolar disorders       "-10.79" "-24.80"     " 3.22"     7.13  0.13     
 9 Female                  " -1.78" " -4.57"     " 1.01"     1.42  0.21     
10 Non-binary/Self-defined " -1.60" " -6.96"     " 3.77"     2.73  0.56     
# … with 13 more rows
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.70 -5.19 14.59 5.03 0.35
ocir.sum_score_prepan 0.64 0.57 0.72 0.04 7.34e-51
Depressive and anxiety disorder -5.06 -12.99 2.87 4.03 0.21
Only depressive disorder -6.01 -14.57 2.55 4.35 0.17
Only anxiety disorder -8.84 -17.42 -0.25 4.37 0.04
Eating disorders 0.86 -1.61 3.33 1.26 0.49
OCDs 2.41 0.26 4.57 1.10 0.03
Psychotic and bipolar disorder 10.72 3.74 17.70 3.55 0.003
Only psychotic disorder 0.10 -5.02 5.21 2.60 0.97
Only bipolar disorder 0.61 -2.78 3.99 1.72 0.73
PTSD -2.34 -4.64 -0.04 1.17 0.05
ASD -0.19 -4.14 3.76 2.01 0.92
ADHD 3.54 -2.37 9.45 3.01 0.24
Personality disorder -0.21 -3.17 2.76 1.51 0.89
Female -1.56 -4.39 1.27 1.44 0.28
Non-binary/Self-defined -0.84 -6.34 4.66 2.80 0.77
age_category_collapsed_reordered16-18 -5.12 -11.32 1.09 3.16 0.11
19-25 years -1.40 -4.13 1.32 1.39 0.31
36-45 years -0.13 -2.92 2.66 1.42 0.93
46-55 years 1.33 -1.42 4.08 1.40 0.34
56-65 years -1.99 -5.38 1.39 1.72 0.25
66-70 years -2.86 -8.84 3.11 3.04 0.35
71-75 years -0.05 -9.77 9.67 4.94 0.99
Mixed or multiple ethnic origins -0.02 -6.10 6.06 3.09 1.00
Asian or Asian British -12.62 -26.19 0.94 6.90 0.07
African or African British 22.55 3.03 42.06 9.93 0.02
Other ethnicity 0.67 -7.12 8.47 3.97 0.87
Key worker 0.00 -2.01 2.01 1.02 1.00
Time difference: Lockdown to baseline 0.47 -0.21 1.15 0.35 0.17
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "  4.70" " -5.19"     "14.59"     5.03  0.35     
 2 ocir.sum_score_prepan           "  0.64" "  0.57"     " 0.72"     0.04  7.34e-51 
 3 Depressive and anxiety disorder " -5.06" "-12.99"     " 2.87"     4.03  0.21     
 4 Only depressive disorder        " -6.01" "-14.57"     " 2.55"     4.35  0.17     
 5 Only anxiety disorder           " -8.84" "-17.42"     "-0.25"     4.37  0.04     
 6 Eating disorders                "  0.86" " -1.61"     " 3.33"     1.26  0.49     
 7 OCDs                            "  2.41" "  0.26"     " 4.57"     1.10  0.03     
 8 Psychotic and bipolar disorder  " 10.72" "  3.74"     "17.70"     3.55  0.003    
 9 Only psychotic disorder         "  0.10" " -5.02"     " 5.21"     2.60  0.97     
10 Only bipolar disorder           "  0.61" " -2.78"     " 3.99"     1.72  0.73     
# … with 19 more rows
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 12.31 -2.62 27.24 7.59 0.11
ocir.sum_score_prepan 0.66 0.60 0.73 0.03 9.77e-61
Anxiety disorders -14.89 -29.15 -0.63 7.25 0.04
Eating disorders -11.62 -30.39 7.15 9.55 0.22
OCDs -12.41 -26.82 2.00 7.33 0.09
PTSD -24.34 -43.16 -5.53 9.57 0.01
Depressive disorders -11.88 -25.27 1.52 6.82 0.08
Bipolar disorders -9.39 -23.07 4.28 6.96 0.18
Female -1.75 -4.51 1.02 1.41 0.22
Non-binary/Self-defined -1.46 -6.78 3.86 2.71 0.59
Age -34.22 -143.84 75.40 55.77 0.54
Age2 -146.19 -258.05 -34.33 56.90 0.01
Mixed or multiple ethnic origins 0.79 -5.21 6.79 3.05 0.80
Asian or Asian British -16.72 -30.09 -3.36 6.80 0.01
African or African British 22.89 3.86 41.91 9.68 0.02
Other ethnicity 0.88 -6.89 8.66 3.95 0.82
Key worker 0.09 -1.90 2.07 1.01 0.93
Time difference: Lockdown to baseline 0.28 -0.40 0.97 0.35 0.42
# A tibble: 18 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE      `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr>   <chr>    
 1 Intercept                             "  12.31" "  -2.62"    " 27.24"    " 7.59" 0.11     
 2 ocir.sum_score_prepan                 "   0.66" "   0.60"    "  0.73"    " 0.03" 9.77e-61 
 3 Anxiety disorders                     " -14.89" " -29.15"    " -0.63"    " 7.25" 0.04     
 4 Eating disorders                      " -11.62" " -30.39"    "  7.15"    " 9.55" 0.22     
 5 OCDs                                  " -12.41" " -26.82"    "  2.00"    " 7.33" 0.09     
 6 PTSD                                  " -24.34" " -43.16"    " -5.53"    " 9.57" 0.01     
 7 Depressive disorders                  " -11.88" " -25.27"    "  1.52"    " 6.82" 0.08     
 8 Bipolar disorders                     "  -9.39" " -23.07"    "  4.28"    " 6.96" 0.18     
 9 Female                                "  -1.75" "  -4.51"    "  1.02"    " 1.41" 0.22     
10 Non-binary/Self-defined               "  -1.46" "  -6.78"    "  3.86"    " 2.71" 0.59     
11 Age                                   " -34.22" "-143.84"    " 75.40"    "55.77" 0.54     
12 Age^2                                 "-146.19" "-258.05"    "-34.33"    "56.90" 0.01     
13 Mixed or multiple ethnic origins      "   0.79" "  -5.21"    "  6.79"    " 3.05" 0.80     
14 Asian or Asian British                " -16.72" " -30.09"    " -3.36"    " 6.80" 0.01     
15 African or African British            "  22.89" "   3.86"    " 41.91"    " 9.68" 0.02     
16 Other ethnicity                       "   0.88" "  -6.89"    "  8.66"    " 3.95" 0.82     
17 Key worker                            "   0.09" "  -1.90"    "  2.07"    " 1.01" 0.93     
18 Time difference: Lockdown to baseline "   0.28" "  -0.40"    "  0.97"    " 0.35" 0.42     
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.86 -4.65 14.37 4.84 0.32
ocir.sum_score_prepan 0.65 0.58 0.72 0.04 5.32e-53
Depressive and anxiety disorder -5.20 -12.95 2.55 3.94 0.19
Only depressive disorder -6.59 -14.96 1.78 4.26 0.12
Only anxiety disorder -9.27 -17.69 -0.86 4.28 0.03
Eating disorders 0.72 -1.74 3.18 1.25 0.57
OCDs 2.22 0.09 4.35 1.08 0.04
Psychotic and bipolar disorder 10.57 3.62 17.52 3.54 0.003
Only psychotic disorder -0.11 -5.16 4.93 2.57 0.97
Only bipolar disorder 0.67 -2.69 4.03 1.71 0.69
PTSD -2.54 -4.83 -0.26 1.16 0.03
ASD 0.09 -3.84 4.02 2.00 0.96
ADHD 3.40 -2.46 9.26 2.98 0.26
Personality disorder -0.42 -3.37 2.53 1.50 0.78
Female -1.58 -4.39 1.23 1.43 0.27
Non-binary/Self-defined -0.71 -6.16 4.74 2.77 0.80
Age -2.43 -112.61 107.75 56.05 0.97
Age2 -125.54 -236.26 -14.82 56.32 0.03
Mixed or multiple ethnic origins 0.16 -5.88 6.21 3.07 0.96
Asian or Asian British -13.23 -26.71 0.25 6.86 0.05
African or African British 22.25 3.35 41.15 9.62 0.02
Other ethnicity 0.47 -7.27 8.21 3.94 0.90
Key worker -0.03 -2.03 1.98 1.02 0.98
Time difference: Lockdown to baseline 0.43 -0.25 1.10 0.34 0.21
# A tibble: 24 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE      `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr>   <chr>    
 1 Intercept                       "   4.86" "  -4.65"    " 14.37"    " 4.84" 0.32     
 2 ocir.sum_score_prepan           "   0.65" "   0.58"    "  0.72"    " 0.04" 5.32e-53 
 3 Depressive and anxiety disorder "  -5.20" " -12.95"    "  2.55"    " 3.94" 0.19     
 4 Only depressive disorder        "  -6.59" " -14.96"    "  1.78"    " 4.26" 0.12     
 5 Only anxiety disorder           "  -9.27" " -17.69"    " -0.86"    " 4.28" 0.03     
 6 Eating disorders                "   0.72" "  -1.74"    "  3.18"    " 1.25" 0.57     
 7 OCDs                            "   2.22" "   0.09"    "  4.35"    " 1.08" 0.04     
 8 Psychotic and bipolar disorder  "  10.57" "   3.62"    " 17.52"    " 3.54" 0.003    
 9 Only psychotic disorder         "  -0.11" "  -5.16"    "  4.93"    " 2.57" 0.97     
10 Only bipolar disorder           "   0.67" "  -2.69"    "  4.03"    " 1.71" 0.69     
# … with 14 more rows
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

OCIR retro

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.87 3.16 4.58 0.36 1.93e-26
Anxiety disorders -0.87 -2.14 0.41 0.65 0.18
Eating disorders -3.63 -7.18 -0.07 1.81 0.05
OCDs -1.87 -4.22 0.48 1.20 0.12
PTSD -0.55 -3.15 2.06 1.33 0.68
Depressive disorders -3.95 -4.74 -3.17 0.40 1.59e-22
Bipolar disorders -3.57 -4.89 -2.24 0.68 1.40e-07
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            " 3.87"  " 3.16"      " 4.58"     0.36  1.93e-26 
2 Anxiety disorders    "-0.87"  "-2.14"      " 0.41"     0.65  0.18     
3 Eating disorders     "-3.63"  "-7.18"      "-0.07"     1.81  0.05     
4 OCDs                 "-1.87"  "-4.22"      " 0.48"     1.20  0.12     
5 PTSD                 "-0.55"  "-3.15"      " 2.06"     1.33  0.68     
6 Depressive disorders "-3.95"  "-4.74"      "-3.17"     0.40  1.59e-22 
7 Bipolar disorders    "-3.57"  "-4.89"      "-2.24"     0.68  1.40e-07 
n R2 adjust. R2 F p value df
4329 0.03 0.03 19.83 5.68e-23 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 4329  0.03  0.03         19.83 5.68e-23      6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.83 3.19 4.47 0.33 4.16e-31
Depressive and anxiety disorder -4.38 -5.16 -3.60 0.40 6.38e-28
Only depressive disorder -2.11 -3.19 -1.03 0.55 1.37e-04
Only anxiety disorder -1.42 -2.54 -0.31 0.57 0.01
Eating disorders -0.25 -1.18 0.68 0.47 0.60
OCDs 0.30 -0.50 1.11 0.41 0.46
Psychotic and bipolar disorder 2.22 0.03 4.40 1.11 0.05
Only psychotic disorder 0.58 -1.38 2.53 1.00 0.56
Only bipolar disorder -0.55 -1.93 0.82 0.70 0.43
PTSD 0.21 -0.58 1.00 0.40 0.60
ASD 1.82 0.35 3.30 0.75 0.02
ADHD 2.21 0.12 4.29 1.06 0.04
Personality disorder -0.61 -1.69 0.47 0.55 0.27
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.83"  " 3.19"      " 4.47"     0.33  4.16e-31 
 2 Depressive and anxiety disorder "-4.38"  "-5.16"      "-3.60"     0.40  6.38e-28 
 3 Only depressive disorder        "-2.11"  "-3.19"      "-1.03"     0.55  1.37e-04 
 4 Only anxiety disorder           "-1.42"  "-2.54"      "-0.31"     0.57  0.01     
 5 Eating disorders                "-0.25"  "-1.18"      " 0.68"     0.47  0.60     
 6 OCDs                            " 0.30"  "-0.50"      " 1.11"     0.41  0.46     
 7 Psychotic and bipolar disorder  " 2.22"  " 0.03"      " 4.40"     1.11  0.05     
 8 Only psychotic disorder         " 0.58"  "-1.38"      " 2.53"     1.00  0.56     
 9 Only bipolar disorder           "-0.55"  "-1.93"      " 0.82"     0.70  0.43     
10 PTSD                            " 0.21"  "-0.58"      " 1.00"     0.40  0.60     
11 ASD                             " 1.82"  " 0.35"      " 3.30"     0.75  0.02     
12 ADHD                            " 2.21"  " 0.12"      " 4.29"     1.06  0.04     
13 Personality disorder            "-0.61"  "-1.69"      " 0.47"     0.55  0.27     
n R2 adjust. R2 F p value df
4329 0.03 0.03 19.83 5.68e-23 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 4329  0.03  0.03         19.83 5.68e-23      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 11.33 9.98 12.69 0.69 1.48e-58
Anxiety disorders -0.24 -1.45 0.97 0.62 0.70
Eating disorders -2.11 -5.41 1.18 1.68 0.21
OCDs -0.32 -2.52 1.89 1.13 0.78
PTSD -0.45 -2.91 2.01 1.25 0.72
Depressive disorders -2.12 -2.90 -1.35 0.40 8.11e-08
Bipolar disorders -1.61 -2.87 -0.35 0.64 0.01
Female 0.19 -0.57 0.95 0.39 0.62
Non-binary/Self-defined -0.14 -2.20 1.91 1.05 0.89
age_category_collapsed_reordered16-18 4.14 2.72 5.56 0.72 1.14e-08
19-25 years -0.54 -1.57 0.48 0.52 0.30
36-45 years 0.26 -0.68 1.19 0.48 0.59
46-55 years 0.37 -0.50 1.23 0.44 0.40
56-65 years 1.96 1.09 2.83 0.44 1.05e-05
66-70 years 2.12 0.81 3.43 0.67 0.002
71-75 years 2.71 1.11 4.31 0.82 9.01e-04
76+ years -0.03 -3.38 3.32 1.71 0.99
Mixed or multiple ethnic origins 1.54 -0.25 3.33 0.91 0.09
Asian or Asian British 2.65 -0.05 5.36 1.38 0.05
African or African British 0.77 -3.58 5.12 2.22 0.73
Other ethnicity -0.64 -3.24 1.96 1.33 0.63
Time difference: Lockdown to baseline -1.65 -1.77 -1.52 0.06 6.65e-134
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "11.33"  " 9.98"      "12.69"     0.69  1.48e-58 
 2 Anxiety disorders                     "-0.24"  "-1.45"      " 0.97"     0.62  0.70     
 3 Eating disorders                      "-2.11"  "-5.41"      " 1.18"     1.68  0.21     
 4 OCDs                                  "-0.32"  "-2.52"      " 1.89"     1.13  0.78     
 5 PTSD                                  "-0.45"  "-2.91"      " 2.01"     1.25  0.72     
 6 Depressive disorders                  "-2.12"  "-2.90"      "-1.35"     0.40  8.11e-08 
 7 Bipolar disorders                     "-1.61"  "-2.87"      "-0.35"     0.64  0.01     
 8 Female                                " 0.19"  "-0.57"      " 0.95"     0.39  0.62     
 9 Non-binary/Self-defined               "-0.14"  "-2.20"      " 1.91"     1.05  0.89     
10 age_category_collapsed_reordered16-18 " 4.14"  " 2.72"      " 5.56"     0.72  1.14e-08 
# … with 12 more rows
n R2 adjust. R2 F p value df
4329 0.03 0.03 19.83 5.68e-23 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 4329  0.03  0.03         19.83 5.68e-23      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 11.18 9.84 12.53 0.69 3.87e-58
Depressive and anxiety disorder -2.52 -3.28 -1.75 0.39 1.10e-10
Only depressive disorder -1.45 -2.49 -0.42 0.53 0.006
Only anxiety disorder -0.73 -1.79 0.33 0.54 0.18
Eating disorders -0.09 -0.96 0.77 0.44 0.83
OCDs 0.38 -0.38 1.13 0.38 0.33
Psychotic and bipolar disorder 2.27 0.23 4.30 1.04 0.03
Only psychotic disorder 0.30 -1.51 2.12 0.93 0.74
Only bipolar disorder -0.31 -1.61 0.98 0.66 0.64
PTSD 0.16 -0.59 0.91 0.38 0.68
ASD 1.01 -0.40 2.41 0.72 0.16
ADHD 1.67 -0.26 3.61 0.99 0.09
Personality disorder -0.24 -1.25 0.77 0.52 0.63
Female 0.30 -0.45 1.06 0.39 0.43
Non-binary/Self-defined -0.66 -2.72 1.40 1.05 0.53
age_category_collapsed_reordered16-18 4.01 2.64 5.39 0.70 1.07e-08
19-25 years -0.48 -1.50 0.54 0.52 0.35
36-45 years 0.22 -0.71 1.15 0.47 0.64
46-55 years 0.30 -0.56 1.17 0.44 0.50
56-65 years 1.86 0.98 2.73 0.45 3.55e-05
66-70 years 2.17 0.84 3.50 0.68 0.001
71-75 years 2.14 0.52 3.76 0.83 0.010
76+ years 0.02 -3.32 3.37 1.71 0.99
Mixed or multiple ethnic origins 1.35 -0.44 3.14 0.91 0.14
Asian or Asian British 2.32 -0.28 4.92 1.33 0.08
African or African British 0.91 -3.41 5.24 2.21 0.68
Other ethnicity -0.67 -3.28 1.95 1.33 0.62
Key worker -0.08 -0.65 0.50 0.29 0.80
Time difference: Lockdown to baseline -1.61 -1.73 -1.48 0.06 8.63e-132
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "11.18"  " 9.84"      "12.53"     0.69  3.87e-58 
 2 Depressive and anxiety disorder "-2.52"  "-3.28"      "-1.75"     0.39  1.10e-10 
 3 Only depressive disorder        "-1.45"  "-2.49"      "-0.42"     0.53  0.006    
 4 Only anxiety disorder           "-0.73"  "-1.79"      " 0.33"     0.54  0.18     
 5 Eating disorders                "-0.09"  "-0.96"      " 0.77"     0.44  0.83     
 6 OCDs                            " 0.38"  "-0.38"      " 1.13"     0.38  0.33     
 7 Psychotic and bipolar disorder  " 2.27"  " 0.23"      " 4.30"     1.04  0.03     
 8 Only psychotic disorder         " 0.30"  "-1.51"      " 2.12"     0.93  0.74     
 9 Only bipolar disorder           "-0.31"  "-1.61"      " 0.98"     0.66  0.64     
10 PTSD                            " 0.16"  "-0.59"      " 0.91"     0.38  0.68     
# … with 19 more rows
n R2 adjust. R2 F p value df
4329 0.03 0.03 19.83 5.68e-23 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 4329  0.03  0.03         19.83 5.68e-23      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -3.61 -5.25 -1.98 0.83 1.55e-05
Anxiety disorders -0.51 -2.15 1.14 0.84 0.55
Eating disorders 1.23 -2.21 4.66 1.75 0.48
OCDs -1.05 -3.73 1.63 1.37 0.44
PTSD -2.80 -6.26 0.65 1.76 0.11
Depressive disorders -0.86 -1.92 0.20 0.54 0.11
Bipolar disorders -1.17 -2.64 0.29 0.75 0.12
Female -0.59 -1.40 0.21 0.41 0.15
Non-binary/Self-defined -0.72 -2.80 1.36 1.06 0.50
Age 74.54 31.90 117.17 21.74 6.19e-04
Age2 -24.16 -65.99 17.67 21.33 0.26
Mixed or multiple ethnic origins 2.68 0.82 4.54 0.95 0.005
Asian or Asian British -0.83 -4.61 2.94 1.92 0.67
African or African British -0.67 -6.20 4.86 2.82 0.81
Other ethnicity 1.15 -1.58 3.88 1.39 0.41
Time difference: Lockdown to baseline -0.03 -0.19 0.12 0.08 0.67
# A tibble: 16 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE      `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr>   <chr>    
 1 Intercept                             " -3.61" " -5.25"     " -1.98"    " 0.83" 1.55e-05 
 2 Anxiety disorders                     " -0.51" " -2.15"     "  1.14"    " 0.84" 0.55     
 3 Eating disorders                      "  1.23" " -2.21"     "  4.66"    " 1.75" 0.48     
 4 OCDs                                  " -1.05" " -3.73"     "  1.63"    " 1.37" 0.44     
 5 PTSD                                  " -2.80" " -6.26"     "  0.65"    " 1.76" 0.11     
 6 Depressive disorders                  " -0.86" " -1.92"     "  0.20"    " 0.54" 0.11     
 7 Bipolar disorders                     " -1.17" " -2.64"     "  0.29"    " 0.75" 0.12     
 8 Female                                " -0.59" " -1.40"     "  0.21"    " 0.41" 0.15     
 9 Non-binary/Self-defined               " -0.72" " -2.80"     "  1.36"    " 1.06" 0.50     
10 Age                                   " 74.54" " 31.90"     "117.17"    "21.74" 6.19e-04 
11 Age^2                                 "-24.16" "-65.99"     " 17.67"    "21.33" 0.26     
12 Mixed or multiple ethnic origins      "  2.68" "  0.82"     "  4.54"    " 0.95" 0.005    
13 Asian or Asian British                " -0.83" " -4.61"     "  2.94"    " 1.92" 0.67     
14 African or African British            " -0.67" " -6.20"     "  4.86"    " 2.82" 0.81     
15 Other ethnicity                       "  1.15" " -1.58"     "  3.88"    " 1.39" 0.41     
16 Time difference: Lockdown to baseline " -0.03" " -0.19"     "  0.12"    " 0.08" 0.67     
n R2 adjust. R2 F p value df
2307 0.00 0.00 1.72 0.11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2307  0.00  0.00         1.72  0.11          6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -3.62 -5.23 -2.02 0.82 9.55e-06
Depressive and anxiety disorder -0.65 -1.64 0.35 0.51 0.21
Only depressive disorder -1.15 -2.48 0.19 0.68 0.09
Only anxiety disorder -1.06 -2.49 0.36 0.73 0.14
Eating disorders 0.46 -0.42 1.34 0.45 0.30
OCDs -0.27 -1.04 0.50 0.39 0.50
Psychotic and bipolar disorder 0.49 -1.77 2.74 1.15 0.67
Only psychotic disorder 0.11 -1.70 1.92 0.92 0.91
Only bipolar disorder -0.27 -1.54 1.01 0.65 0.68
PTSD -0.60 -1.37 0.17 0.39 0.13
ASD 0.14 -1.50 1.78 0.84 0.87
ADHD 2.02 -0.35 4.38 1.20 0.09
Personality disorder -0.90 -1.91 0.12 0.52 0.08
Female -0.54 -1.34 0.25 0.41 0.18
Non-binary/Self-defined -0.95 -3.05 1.16 1.07 0.38
Age 75.67 31.94 119.39 22.30 7.02e-04
Age2 -24.24 -66.89 18.42 21.75 0.27
Mixed or multiple ethnic origins 2.69 0.82 4.56 0.95 0.005
Asian or Asian British -1.51 -5.14 2.13 1.85 0.42
African or African British -0.56 -6.07 4.96 2.81 0.84
Other ethnicity 1.47 -1.31 4.24 1.42 0.30
Key worker 0.11 -0.50 0.72 0.31 0.73
Time difference: Lockdown to baseline -0.04 -0.19 0.12 0.08 0.64
# A tibble: 23 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE      `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr>   <chr>    
 1 Intercept                       " -3.62" " -5.23"     " -2.02"    " 0.82" 9.55e-06 
 2 Depressive and anxiety disorder " -0.65" " -1.64"     "  0.35"    " 0.51" 0.21     
 3 Only depressive disorder        " -1.15" " -2.48"     "  0.19"    " 0.68" 0.09     
 4 Only anxiety disorder           " -1.06" " -2.49"     "  0.36"    " 0.73" 0.14     
 5 Eating disorders                "  0.46" " -0.42"     "  1.34"    " 0.45" 0.30     
 6 OCDs                            " -0.27" " -1.04"     "  0.50"    " 0.39" 0.50     
 7 Psychotic and bipolar disorder  "  0.49" " -1.77"     "  2.74"    " 1.15" 0.67     
 8 Only psychotic disorder         "  0.11" " -1.70"     "  1.92"    " 0.92" 0.91     
 9 Only bipolar disorder           " -0.27" " -1.54"     "  1.01"    " 0.65" 0.68     
10 PTSD                            " -0.60" " -1.37"     "  0.17"    " 0.39" 0.13     
# … with 13 more rows
n R2 adjust. R2 F p value df
2307 0.00 0.00 1.72 0.11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2307  0.00  0.00         1.72  0.11          6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.44 5.74 7.13 0.36 1.09e-70
ocir.sum_score_retro 0.73 0.71 0.75 0.01 0.00e+00
Anxiety disorders -0.10 -1.30 1.10 0.61 0.87
Eating disorders -1.54 -4.88 1.80 1.70 0.37
OCDs 1.47 -0.76 3.69 1.13 0.20
PTSD 1.43 -1.02 3.88 1.25 0.25
Depressive disorders -1.50 -2.27 -0.73 0.39 1.33e-04
Bipolar disorders 0.55 -0.74 1.84 0.66 0.40
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            " 6.44"  " 5.74"      " 7.13"     0.36  1.09e-70 
2 ocir.sum_score_retro " 0.73"  " 0.71"      " 0.75"     0.01  0.00e+00 
3 Anxiety disorders    "-0.10"  "-1.30"      " 1.10"     0.61  0.87     
4 Eating disorders     "-1.54"  "-4.88"      " 1.80"     1.70  0.37     
5 OCDs                 " 1.47"  "-0.76"      " 3.69"     1.13  0.20     
6 PTSD                 " 1.43"  "-1.02"      " 3.88"     1.25  0.25     
7 Depressive disorders "-1.50"  "-2.27"      "-0.73"     0.39  1.33e-04 
8 Bipolar disorders    " 0.55"  "-0.74"      " 1.84"     0.66  0.40     
n R2 adjust. R2 F p value df
4329 0.52 0.52 665.07 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 4329  0.52  0.52         665.07 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.91 6.26 7.55 0.33 1.85e-93
ocir.sum_score_retro 0.70 0.68 0.73 0.01 0.00e+00
Depressive and anxiety disorder -2.55 -3.29 -1.81 0.38 1.67e-11
Only depressive disorder -1.71 -2.72 -0.69 0.52 9.57e-04
Only anxiety disorder -0.70 -1.74 0.35 0.53 0.19
Eating disorders -0.09 -0.95 0.78 0.44 0.84
OCDs 2.46 1.69 3.23 0.39 4.48e-10
Psychotic and bipolar disorder 3.47 1.43 5.51 1.04 8.69e-04
Only psychotic disorder 1.72 -0.11 3.55 0.93 0.07
Only bipolar disorder 0.59 -0.69 1.88 0.66 0.37
PTSD 0.78 0.04 1.52 0.38 0.04
ASD 3.70 2.31 5.08 0.71 1.73e-07
ADHD 2.01 0.06 3.95 0.99 0.04
Personality disorder 0.67 -0.34 1.69 0.52 0.19
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 6.91"  " 6.26"      " 7.55"     0.33  1.85e-93 
 2 ocir.sum_score_retro            " 0.70"  " 0.68"      " 0.73"     0.01  0.00e+00 
 3 Depressive and anxiety disorder "-2.55"  "-3.29"      "-1.81"     0.38  1.67e-11 
 4 Only depressive disorder        "-1.71"  "-2.72"      "-0.69"     0.52  9.57e-04 
 5 Only anxiety disorder           "-0.70"  "-1.74"      " 0.35"     0.53  0.19     
 6 Eating disorders                "-0.09"  "-0.95"      " 0.78"     0.44  0.84     
 7 OCDs                            " 2.46"  " 1.69"      " 3.23"     0.39  4.48e-10 
 8 Psychotic and bipolar disorder  " 3.47"  " 1.43"      " 5.51"     1.04  8.69e-04 
 9 Only psychotic disorder         " 1.72"  "-0.11"      " 3.55"     0.93  0.07     
10 Only bipolar disorder           " 0.59"  "-0.69"      " 1.88"     0.66  0.37     
11 PTSD                            " 0.78"  " 0.04"      " 1.52"     0.38  0.04     
12 ASD                             " 3.70"  " 2.31"      " 5.08"     0.71  1.73e-07 
13 ADHD                            " 2.01"  " 0.06"      " 3.95"     0.99  0.04     
14 Personality disorder            " 0.67"  "-0.34"      " 1.69"     0.52  0.19     
n R2 adjust. R2 F p value df
5094 0.06 0.06 51.24 1.63e-61 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5094  0.06  0.06         51.24 1.63e-61      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 12.90 11.58 14.22 0.67 1.24e-78
ocir.sum_score_retro 0.77 0.75 0.79 0.01 0.00e+00
Anxiety disorders 0.15 -1.00 1.30 0.59 0.79
Eating disorders -0.79 -3.92 2.34 1.60 0.62
OCDs 1.71 -0.41 3.83 1.08 0.11
PTSD 1.12 -1.24 3.48 1.20 0.35
Depressive disorders -0.46 -1.21 0.30 0.39 0.24
Bipolar disorders 1.41 0.17 2.65 0.63 0.03
Female 0.14 -0.58 0.87 0.37 0.69
Non-binary/Self-defined 0.56 -1.40 2.51 1.00 0.58
age_category_collapsed_reordered16-18 4.78 3.42 6.14 0.69 6.34e-12
19-25 years -0.18 -1.16 0.79 0.50 0.71
36-45 years -0.02 -0.91 0.86 0.45 0.96
46-55 years 0.10 -0.73 0.92 0.42 0.82
56-65 years 1.10 0.27 1.94 0.43 0.010
66-70 years 1.05 -0.22 2.32 0.65 0.10
71-75 years 0.83 -0.71 2.37 0.79 0.29
76+ years -1.03 -4.26 2.21 1.65 0.53
Mixed or multiple ethnic origins 1.45 -0.26 3.17 0.87 0.10
Asian or Asian British 3.38 0.81 5.95 1.31 0.010
African or African British 1.02 -3.11 5.15 2.11 0.63
Other ethnicity 0.19 -2.30 2.69 1.27 0.88
Key worker -0.50 -1.05 0.05 0.28 0.07
Time difference: Lockdown to baseline -1.40 -1.52 -1.28 0.06 1.25e-105
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               "12.90"  "11.58"      "14.22"     0.67  1.24e-78 
 2 ocir.sum_score_retro    " 0.77"  " 0.75"      " 0.79"     0.01  0.00e+00 
 3 Anxiety disorders       " 0.15"  "-1.00"      " 1.30"     0.59  0.79     
 4 Eating disorders        "-0.79"  "-3.92"      " 2.34"     1.60  0.62     
 5 OCDs                    " 1.71"  "-0.41"      " 3.83"     1.08  0.11     
 6 PTSD                    " 1.12"  "-1.24"      " 3.48"     1.20  0.35     
 7 Depressive disorders    "-0.46"  "-1.21"      " 0.30"     0.39  0.24     
 8 Bipolar disorders       " 1.41"  " 0.17"      " 2.65"     0.63  0.03     
 9 Female                  " 0.14"  "-0.58"      " 0.87"     0.37  0.69     
10 Non-binary/Self-defined " 0.56"  "-1.40"      " 2.51"     1.00  0.58     
# … with 14 more rows
n R2 adjust. R2 F p value df
5094 0.06 0.06 51.24 1.63e-61 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5094  0.06  0.06         51.24 1.63e-61      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 12.78 11.50 14.06 0.65 8.31e-82
ocir.sum_score_retro 0.75 0.72 0.77 0.01 0.00e+00
Depressive and anxiety disorder -1.21 -1.94 -0.48 0.37 0.001
Only depressive disorder -1.02 -2.00 -0.03 0.50 0.04
Only anxiety disorder -0.29 -1.29 0.72 0.51 0.57
Eating disorders -0.05 -0.87 0.78 0.42 0.91
OCDs 2.11 1.38 2.84 0.37 1.56e-08
Psychotic and bipolar disorder 3.34 1.41 5.27 0.98 6.97e-04
Only psychotic disorder 1.23 -0.50 2.95 0.88 0.16
Only bipolar disorder 0.58 -0.65 1.81 0.63 0.35
PTSD 0.72 0.01 1.43 0.36 0.05
ASD 2.48 1.14 3.81 0.68 2.80e-04
ADHD 1.46 -0.37 3.29 0.93 0.12
Personality disorder 0.74 -0.22 1.70 0.49 0.13
Female 0.17 -0.55 0.88 0.37 0.65
Non-binary/Self-defined -0.52 -2.47 1.43 0.99 0.60
age_category_collapsed_reordered16-18 5.02 3.72 6.32 0.66 5.04e-14
19-25 years 0.04 -0.92 1.00 0.49 0.93
36-45 years 0.11 -0.77 0.98 0.45 0.81
46-55 years 0.27 -0.55 1.08 0.42 0.52
56-65 years 1.33 0.49 2.16 0.42 0.002
66-70 years 1.55 0.29 2.81 0.64 0.02
71-75 years 1.18 -0.35 2.71 0.78 0.13
76+ years -0.81 -3.98 2.36 1.62 0.62
Mixed or multiple ethnic origins 1.10 -0.60 2.79 0.86 0.20
Asian or Asian British 3.38 0.92 5.85 1.26 0.007
African or African British 1.35 -2.75 5.44 2.09 0.52
Other ethnicity -0.05 -2.53 2.42 1.26 0.97
Key worker -0.39 -0.94 0.15 0.28 0.16
Time difference: Lockdown to baseline -1.35 -1.47 -1.23 0.06 7.16e-102
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "12.78"  "11.50"      "14.06"     0.65  8.31e-82 
 2 ocir.sum_score_retro            " 0.75"  " 0.72"      " 0.77"     0.01  0.00e+00 
 3 Depressive and anxiety disorder "-1.21"  "-1.94"      "-0.48"     0.37  0.001    
 4 Only depressive disorder        "-1.02"  "-2.00"      "-0.03"     0.50  0.04     
 5 Only anxiety disorder           "-0.29"  "-1.29"      " 0.72"     0.51  0.57     
 6 Eating disorders                "-0.05"  "-0.87"      " 0.78"     0.42  0.91     
 7 OCDs                            " 2.11"  " 1.38"      " 2.84"     0.37  1.56e-08 
 8 Psychotic and bipolar disorder  " 3.34"  " 1.41"      " 5.27"     0.98  6.97e-04 
 9 Only psychotic disorder         " 1.23"  "-0.50"      " 2.95"     0.88  0.16     
10 Only bipolar disorder           " 0.58"  "-0.65"      " 1.81"     0.63  0.35     
# … with 20 more rows
n R2 adjust. R2 F p value df
5094 0.06 0.06 51.24 1.63e-61 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5094  0.06  0.06         51.24 1.63e-61      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.38 -2.95 0.20 0.80 0.09
ocir.sum_score_retro 0.81 0.78 0.83 0.01 0.00e+00
Anxiety disorders -0.39 -1.94 1.15 0.79 0.62
Eating disorders 2.53 -0.68 5.75 1.64 0.12
OCDs 1.25 -1.27 3.78 1.29 0.33
PTSD -0.42 -3.66 2.82 1.65 0.80
Depressive disorders 0.68 -0.33 1.70 0.52 0.19
Bipolar disorders 1.65 0.24 3.06 0.72 0.02
Female -0.52 -1.27 0.23 0.38 0.17
Non-binary/Self-defined -0.02 -1.97 1.93 0.99 0.98
Age 21.02 -19.75 61.79 20.79 0.31
Age2 -30.35 -70.33 9.63 20.39 0.14
Mixed or multiple ethnic origins 2.54 0.77 4.31 0.90 0.005
Asian or Asian British 1.26 -2.28 4.80 1.80 0.48
African or African British 0.31 -4.87 5.49 2.64 0.91
Other ethnicity 1.49 -1.11 4.10 1.33 0.26
Key worker -0.34 -0.91 0.23 0.29 0.24
Time difference: Lockdown to baseline 0.02 -0.13 0.17 0.08 0.80
# A tibble: 18 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE      `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr>   <chr>    
 1 Intercept                             " -1.38" " -2.95"     " 0.20"     " 0.80" 0.09     
 2 ocir.sum_score_retro                  "  0.81" "  0.78"     " 0.83"     " 0.01" 0.00e+00 
 3 Anxiety disorders                     " -0.39" " -1.94"     " 1.15"     " 0.79" 0.62     
 4 Eating disorders                      "  2.53" " -0.68"     " 5.75"     " 1.64" 0.12     
 5 OCDs                                  "  1.25" " -1.27"     " 3.78"     " 1.29" 0.33     
 6 PTSD                                  " -0.42" " -3.66"     " 2.82"     " 1.65" 0.80     
 7 Depressive disorders                  "  0.68" " -0.33"     " 1.70"     " 0.52" 0.19     
 8 Bipolar disorders                     "  1.65" "  0.24"     " 3.06"     " 0.72" 0.02     
 9 Female                                " -0.52" " -1.27"     " 0.23"     " 0.38" 0.17     
10 Non-binary/Self-defined               " -0.02" " -1.97"     " 1.93"     " 0.99" 0.98     
11 Age                                   " 21.02" "-19.75"     "61.79"     "20.79" 0.31     
12 Age^2                                 "-30.35" "-70.33"     " 9.63"     "20.39" 0.14     
13 Mixed or multiple ethnic origins      "  2.54" "  0.77"     " 4.31"     " 0.90" 0.005    
14 Asian or Asian British                "  1.26" " -2.28"     " 4.80"     " 1.80" 0.48     
15 African or African British            "  0.31" " -4.87"     " 5.49"     " 2.64" 0.91     
16 Other ethnicity                       "  1.49" " -1.11"     " 4.10"     " 1.33" 0.26     
17 Key worker                            " -0.34" " -0.91"     " 0.23"     " 0.29" 0.24     
18 Time difference: Lockdown to baseline "  0.02" " -0.13"     " 0.17"     " 0.08" 0.80     
n R2 adjust. R2 F p value df
2313 0.07 0.07 30.36 3.08e-35 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2313  0.07  0.07         30.36 3.08e-35      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -1.12 -2.64 0.40 0.78 0.15
ocir.sum_score_retro 0.79 0.77 0.82 0.01 0.00e+00
Depressive and anxiety disorder 0.43 -0.51 1.38 0.48 0.37
Only depressive disorder -0.40 -1.65 0.85 0.64 0.53
Only anxiety disorder -0.63 -1.96 0.70 0.68 0.35
Eating disorders 0.63 -0.19 1.45 0.42 0.13
OCDs 1.22 0.48 1.96 0.38 0.001
Psychotic and bipolar disorder 1.77 -0.34 3.88 1.07 0.10
Only psychotic disorder 0.75 -0.94 2.45 0.86 0.38
Only bipolar disorder 0.50 -0.69 1.70 0.61 0.41
PTSD -0.03 -0.75 0.70 0.37 0.94
ASD 1.36 -0.17 2.90 0.78 0.08
ADHD 1.63 -0.58 3.84 1.13 0.15
Personality disorder -0.11 -1.06 0.84 0.49 0.82
Female -0.57 -1.31 0.18 0.38 0.14
Non-binary/Self-defined -0.45 -2.42 1.51 1.00 0.65
Age 33.75 -7.36 74.86 20.96 0.11
Age2 -25.95 -65.80 13.90 20.32 0.20
Mixed or multiple ethnic origins 2.35 0.60 4.10 0.89 0.008
Asian or Asian British 0.66 -2.75 4.06 1.74 0.71
African or African British 0.66 -4.50 5.81 2.63 0.80
Other ethnicity 1.48 -1.11 4.07 1.32 0.26
Key worker -0.21 -0.78 0.36 0.29 0.47
Time difference: Lockdown to baseline 0.02 -0.13 0.17 0.07 0.79
# A tibble: 24 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE      `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr>   <chr>    
 1 Intercept                       " -1.12" " -2.64"     " 0.40"     " 0.78" 0.15     
 2 ocir.sum_score_retro            "  0.79" "  0.77"     " 0.82"     " 0.01" 0.00e+00 
 3 Depressive and anxiety disorder "  0.43" " -0.51"     " 1.38"     " 0.48" 0.37     
 4 Only depressive disorder        " -0.40" " -1.65"     " 0.85"     " 0.64" 0.53     
 5 Only anxiety disorder           " -0.63" " -1.96"     " 0.70"     " 0.68" 0.35     
 6 Eating disorders                "  0.63" " -0.19"     " 1.45"     " 0.42" 0.13     
 7 OCDs                            "  1.22" "  0.48"     " 1.96"     " 0.38" 0.001    
 8 Psychotic and bipolar disorder  "  1.77" " -0.34"     " 3.88"     " 1.07" 0.10     
 9 Only psychotic disorder         "  0.75" " -0.94"     " 2.45"     " 0.86" 0.38     
10 Only bipolar disorder           "  0.50" " -0.69"     " 1.70"     " 0.61" 0.41     
# … with 14 more rows
n R2 adjust. R2 F p value df
2313 0.07 0.07 30.36 3.08e-35 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 2313  0.07  0.07         30.36 3.08e-35      6

OCIR retro

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -2.83 -6.91 1.24 2.08 0.17
Anxiety disorders -2.22 -6.61 2.17 2.24 0.32
Eating disorders -2.17 -8.88 4.55 3.42 0.53
OCDs -3.29 -8.28 1.70 2.55 0.20
PTSD -5.17 -11.06 0.73 3.01 0.09
Depressive disorders -2.57 -6.66 1.52 2.09 0.22
Bipolar disorders -2.70 -6.95 1.54 2.16 0.21
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            -2.83    " -6.91"     1.24        2.08  0.17     
2 Anxiety disorders    -2.22    " -6.61"     2.17        2.24  0.32     
3 Eating disorders     -2.17    " -8.88"     4.55        3.42  0.53     
4 OCDs                 -3.29    " -8.28"     1.70        2.55  0.20     
5 PTSD                 -5.17    "-11.06"     0.73        3.01  0.09     
6 Depressive disorders -2.57    " -6.66"     1.52        2.09  0.22     
7 Bipolar disorders    -2.70    " -6.95"     1.54        2.16  0.21     
n R2 adjust. R2 F p value df
1746 0.00 0.00 0.58 0.75 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1746  0.00  0.00         0.58  0.75          6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -3.69 -6.52 -0.87 1.44 0.01
Depressive and anxiety disorder -1.42 -4.27 1.44 1.46 0.33
Only depressive disorder -1.99 -5.10 1.12 1.59 0.21
Only anxiety disorder -2.05 -5.16 1.07 1.59 0.20
Eating disorders 0.14 -0.85 1.12 0.50 0.79
OCDs -0.26 -1.11 0.58 0.43 0.54
Psychotic and bipolar disorder 0.76 -1.82 3.33 1.31 0.56
Only psychotic disorder -0.04 -2.04 1.96 1.02 0.97
Only bipolar disorder -0.26 -1.65 1.13 0.71 0.71
PTSD -0.48 -1.31 0.36 0.43 0.26
ASD -0.16 -1.97 1.65 0.92 0.86
ADHD 1.24 -1.46 3.93 1.37 0.37
Personality disorder -0.75 -1.86 0.36 0.57 0.18
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-3.69"  -6.52        "-0.87"     1.44  0.01     
 2 Depressive and anxiety disorder "-1.42"  -4.27        " 1.44"     1.46  0.33     
 3 Only depressive disorder        "-1.99"  -5.10        " 1.12"     1.59  0.21     
 4 Only anxiety disorder           "-2.05"  -5.16        " 1.07"     1.59  0.20     
 5 Eating disorders                " 0.14"  -0.85        " 1.12"     0.50  0.79     
 6 OCDs                            "-0.26"  -1.11        " 0.58"     0.43  0.54     
 7 Psychotic and bipolar disorder  " 0.76"  -1.82        " 3.33"     1.31  0.56     
 8 Only psychotic disorder         "-0.04"  -2.04        " 1.96"     1.02  0.97     
 9 Only bipolar disorder           "-0.26"  -1.65        " 1.13"     0.71  0.71     
10 PTSD                            "-0.48"  -1.31        " 0.36"     0.43  0.26     
11 ASD                             "-0.16"  -1.97        " 1.65"     0.92  0.86     
12 ADHD                            " 1.24"  -1.46        " 3.93"     1.37  0.37     
13 Personality disorder            "-0.75"  -1.86        " 0.36"     0.57  0.18     
n R2 adjust. R2 F p value df
1746 0.00 0.00 0.58 0.75 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1746  0.00  0.00         0.58  0.75          6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -3.18 -7.64 1.29 2.28 0.16
Anxiety disorders -2.23 -6.61 2.15 2.23 0.32
Eating disorders -2.00 -8.71 4.71 3.42 0.56
OCDs -3.21 -8.19 1.76 2.54 0.21
PTSD -5.21 -11.11 0.70 3.01 0.08
Depressive disorders -2.76 -6.86 1.35 2.09 0.19
Bipolar disorders -3.11 -7.36 1.14 2.17 0.15
Female -0.78 -1.77 0.22 0.51 0.13
Non-binary/Self-defined -0.68 -3.02 1.67 1.19 0.57
age_category_collapsed_reordered16-18 0.28 -2.20 2.76 1.26 0.82
19-25 years -0.43 -1.59 0.73 0.59 0.47
36-45 years 1.27 0.24 2.30 0.53 0.02
46-55 years 0.97 -0.04 1.97 0.51 0.06
56-65 years 1.05 -0.10 2.19 0.59 0.07
66-70 years 2.35 0.05 4.65 1.17 0.04
71-75 years 3.01 -0.30 6.33 1.69 0.08
76+ years 0.63 -7.52 8.78 4.16 0.88
Mixed or multiple ethnic origins 2.51 0.35 4.66 1.10 0.02
Asian or Asian British -1.11 -5.82 3.59 2.40 0.64
African or African British -0.56 -6.87 5.75 3.22 0.86
Other ethnicity 1.49 -1.41 4.39 1.48 0.31
Time difference: Lockdown to baseline 0.07 -0.14 0.27 0.11 0.54
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "-3.18"  " -7.64"     1.29        2.28  0.16     
 2 Anxiety disorders                     "-2.23"  " -6.61"     2.15        2.23  0.32     
 3 Eating disorders                      "-2.00"  " -8.71"     4.71        3.42  0.56     
 4 OCDs                                  "-3.21"  " -8.19"     1.76        2.54  0.21     
 5 PTSD                                  "-5.21"  "-11.11"     0.70        3.01  0.08     
 6 Depressive disorders                  "-2.76"  " -6.86"     1.35        2.09  0.19     
 7 Bipolar disorders                     "-3.11"  " -7.36"     1.14        2.17  0.15     
 8 Female                                "-0.78"  " -1.77"     0.22        0.51  0.13     
 9 Non-binary/Self-defined               "-0.68"  " -3.02"     1.67        1.19  0.57     
10 age_category_collapsed_reordered16-18 " 0.28"  " -2.20"     2.76        1.26  0.82     
# … with 12 more rows
n R2 adjust. R2 F p value df
1746 0.00 0.00 0.58 0.75 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1746  0.00  0.00         0.58  0.75          6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -4.07 -7.52 -0.62 1.76 0.02
Depressive and anxiety disorder -1.64 -4.57 1.28 1.49 0.27
Only depressive disorder -2.51 -5.69 0.66 1.62 0.12
Only anxiety disorder -2.13 -5.29 1.03 1.61 0.19
Eating disorders 0.38 -0.61 1.37 0.51 0.45
OCDs -0.16 -1.00 0.69 0.43 0.72
Psychotic and bipolar disorder 0.36 -2.21 2.94 1.31 0.78
Only psychotic disorder -0.37 -2.38 1.63 1.02 0.71
Only bipolar disorder -0.32 -1.73 1.08 0.72 0.65
PTSD -0.46 -1.31 0.39 0.43 0.29
ASD -0.06 -1.88 1.76 0.93 0.95
ADHD 1.36 -1.35 4.07 1.38 0.33
Personality disorder -0.74 -1.85 0.38 0.57 0.19
Female -0.77 -1.77 0.23 0.51 0.13
Non-binary/Self-defined -0.83 -3.22 1.56 1.22 0.49
age_category_collapsed_reordered16-18 0.50 -1.95 2.95 1.25 0.69
19-25 years -0.49 -1.65 0.68 0.59 0.41
36-45 years 1.25 0.22 2.29 0.53 0.02
46-55 years 0.96 -0.06 1.97 0.52 0.07
56-65 years 1.09 -0.07 2.25 0.59 0.07
66-70 years 2.31 0.02 4.61 1.17 0.05
71-75 years 2.89 -0.36 6.15 1.66 0.08
76+ years 0.91 -7.26 9.09 4.17 0.83
Mixed or multiple ethnic origins 2.46 0.28 4.64 1.11 0.03
Asian or Asian British -1.13 -5.84 3.58 2.40 0.64
African or African British -0.61 -6.92 5.69 3.21 0.85
Other ethnicity 1.78 -1.18 4.74 1.51 0.24
Key worker 0.11 -0.60 0.83 0.37 0.75
Time difference: Lockdown to baseline 0.07 -0.14 0.27 0.11 0.54
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-4.07"  -7.52        "-0.62"     1.76  0.02     
 2 Depressive and anxiety disorder "-1.64"  -4.57        " 1.28"     1.49  0.27     
 3 Only depressive disorder        "-2.51"  -5.69        " 0.66"     1.62  0.12     
 4 Only anxiety disorder           "-2.13"  -5.29        " 1.03"     1.61  0.19     
 5 Eating disorders                " 0.38"  -0.61        " 1.37"     0.51  0.45     
 6 OCDs                            "-0.16"  -1.00        " 0.69"     0.43  0.72     
 7 Psychotic and bipolar disorder  " 0.36"  -2.21        " 2.94"     1.31  0.78     
 8 Only psychotic disorder         "-0.37"  -2.38        " 1.63"     1.02  0.71     
 9 Only bipolar disorder           "-0.32"  -1.73        " 1.08"     0.72  0.65     
10 PTSD                            "-0.46"  -1.31        " 0.39"     0.43  0.29     
# … with 19 more rows
n R2 adjust. R2 F p value df
1746 0.00 0.00 0.58 0.75 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1746  0.00  0.00         0.58  0.75          6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.61 -2.24 5.46 1.96 0.41
ocir.sum_score_retro 0.80 0.78 0.83 0.01 0.00e+00
Anxiety disorders -3.75 -7.86 0.35 2.09 0.07
Eating disorders -2.66 -8.93 3.62 3.20 0.41
OCDs -1.97 -6.64 2.69 2.38 0.41
PTSD -4.33 -9.84 1.18 2.81 0.12
Depressive disorders -2.63 -6.45 1.20 1.95 0.18
Bipolar disorders -1.69 -5.66 2.27 2.02 0.40
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            " 1.61"  "-2.24"      5.46        1.96  0.41     
2 ocir.sum_score_retro " 0.80"  " 0.78"      0.83        0.01  0.00e+00 
3 Anxiety disorders    "-3.75"  "-7.86"      0.35        2.09  0.07     
4 Eating disorders     "-2.66"  "-8.93"      3.62        3.20  0.41     
5 OCDs                 "-1.97"  "-6.64"      2.69        2.38  0.41     
6 PTSD                 "-4.33"  "-9.84"      1.18        2.81  0.12     
7 Depressive disorders "-2.63"  "-6.45"      1.20        1.95  0.18     
8 Bipolar disorders    "-1.69"  "-5.66"      2.27        2.02  0.40     
n R2 adjust. R2 F p value df
1746 0.71 0.71 615.64 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 1746  0.71  0.71         615.64 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.14 -1.55 3.83 1.37 0.41
ocir.sum_score_retro 0.78 0.76 0.81 0.01 0.00e+00
Depressive and anxiety disorder -2.11 -4.77 0.55 1.35 0.12
Only depressive disorder -3.03 -5.93 -0.14 1.48 0.04
Only anxiety disorder -3.28 -6.18 -0.39 1.48 0.03
Eating disorders 0.29 -0.63 1.21 0.47 0.53
OCDs 1.45 0.63 2.26 0.41 5.00e-04
Psychotic and bipolar disorder 1.84 -0.56 4.24 1.22 0.13
Only psychotic disorder 0.37 -1.49 2.23 0.95 0.70
Only bipolar disorder 0.39 -0.91 1.68 0.66 0.56
PTSD 0.06 -0.72 0.84 0.40 0.87
ASD 1.15 -0.54 2.84 0.86 0.18
ADHD 1.06 -1.45 3.57 1.28 0.41
Personality disorder 0.25 -0.78 1.29 0.53 0.63
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 1.14"  "-1.55"      " 3.83"     1.37  0.41     
 2 ocir.sum_score_retro            " 0.78"  " 0.76"      " 0.81"     0.01  0.00e+00 
 3 Depressive and anxiety disorder "-2.11"  "-4.77"      " 0.55"     1.35  0.12     
 4 Only depressive disorder        "-3.03"  "-5.93"      "-0.14"     1.48  0.04     
 5 Only anxiety disorder           "-3.28"  "-6.18"      "-0.39"     1.48  0.03     
 6 Eating disorders                " 0.29"  "-0.63"      " 1.21"     0.47  0.53     
 7 OCDs                            " 1.45"  " 0.63"      " 2.26"     0.41  5.00e-04 
 8 Psychotic and bipolar disorder  " 1.84"  "-0.56"      " 4.24"     1.22  0.13     
 9 Only psychotic disorder         " 0.37"  "-1.49"      " 2.23"     0.95  0.70     
10 Only bipolar disorder           " 0.39"  "-0.91"      " 1.68"     0.66  0.56     
11 PTSD                            " 0.06"  "-0.72"      " 0.84"     0.40  0.87     
12 ASD                             " 1.15"  "-0.54"      " 2.84"     0.86  0.18     
13 ADHD                            " 1.06"  "-1.45"      " 3.57"     1.28  0.41     
14 Personality disorder            " 0.25"  "-0.78"      " 1.29"     0.53  0.63     
n R2 adjust. R2 F p value df
1750 0.03 0.03 9.60 2.04e-10 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1750  0.03  0.03         9.60  2.04e-10      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 1.67 -2.72 6.06 2.24 0.45
ocir.sum_score_retro 0.80 0.78 0.83 0.01 0.00e+00
Anxiety disorders -4.58 -8.83 -0.32 2.17 0.04
Eating disorders -3.19 -9.57 3.19 3.25 0.33
OCDs -2.77 -7.56 2.02 2.44 0.26
PTSD -5.05 -10.68 0.59 2.87 0.08
Depressive disorders -3.55 -7.56 0.46 2.04 0.08
Bipolar disorders -2.64 -6.79 1.50 2.11 0.21
Female -0.61 -1.54 0.33 0.48 0.20
Non-binary/Self-defined -0.10 -2.30 2.09 1.12 0.93
age_category_collapsed_reordered16-18 0.86 -1.46 3.18 1.18 0.47
19-25 years -0.21 -1.30 0.88 0.56 0.71
36-45 years 0.86 -0.11 1.83 0.49 0.08
46-55 years 0.89 -0.06 1.84 0.48 0.06
56-65 years 0.55 -0.53 1.62 0.55 0.32
66-70 years 1.32 -0.85 3.49 1.11 0.23
71-75 years 0.86 -2.26 3.98 1.59 0.59
76+ years 1.19 -6.42 8.80 3.88 0.76
Mixed or multiple ethnic origins 2.17 0.11 4.24 1.05 0.04
Asian or Asian British 1.63 -2.78 6.04 2.25 0.47
African or African British 0.82 -5.08 6.72 3.01 0.78
Other ethnicity 1.83 -0.93 4.60 1.41 0.19
Key worker -0.39 -1.06 0.27 0.34 0.25
Time difference: Lockdown to baseline 0.13 -0.06 0.33 0.10 0.17
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 1.67"  " -2.72"     " 6.06"     2.24  0.45     
 2 ocir.sum_score_retro    " 0.80"  "  0.78"     " 0.83"     0.01  0.00e+00 
 3 Anxiety disorders       "-4.58"  " -8.83"     "-0.32"     2.17  0.04     
 4 Eating disorders        "-3.19"  " -9.57"     " 3.19"     3.25  0.33     
 5 OCDs                    "-2.77"  " -7.56"     " 2.02"     2.44  0.26     
 6 PTSD                    "-5.05"  "-10.68"     " 0.59"     2.87  0.08     
 7 Depressive disorders    "-3.55"  " -7.56"     " 0.46"     2.04  0.08     
 8 Bipolar disorders       "-2.64"  " -6.79"     " 1.50"     2.11  0.21     
 9 Female                  "-0.61"  " -1.54"     " 0.33"     0.48  0.20     
10 Non-binary/Self-defined "-0.10"  " -2.30"     " 2.09"     1.12  0.93     
# … with 14 more rows
n R2 adjust. R2 F p value df
1750 0.03 0.03 9.60 2.04e-10 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1750  0.03  0.03         9.60  2.04e-10      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 0.34 -2.91 3.60 1.66 0.84
ocir.sum_score_retro 0.78 0.76 0.81 0.01 0.00e+00
Depressive and anxiety disorder -2.31 -5.03 0.41 1.39 0.10
Only depressive disorder -3.37 -6.32 -0.41 1.51 0.03
Only anxiety disorder -3.39 -6.33 -0.44 1.50 0.02
Eating disorders 0.48 -0.45 1.40 0.47 0.31
OCDs 1.52 0.70 2.33 0.42 2.77e-04
Psychotic and bipolar disorder 1.50 -0.90 3.90 1.22 0.22
Only psychotic disorder 0.06 -1.80 1.93 0.95 0.95
Only bipolar disorder 0.36 -0.95 1.67 0.67 0.59
PTSD 0.05 -0.75 0.84 0.40 0.91
ASD 1.08 -0.63 2.78 0.87 0.22
ADHD 1.05 -1.47 3.58 1.29 0.41
Personality disorder 0.21 -0.83 1.25 0.53 0.70
Female -0.72 -1.65 0.21 0.48 0.13
Non-binary/Self-defined -0.41 -2.63 1.81 1.13 0.72
age_category_collapsed_reordered16-18 1.14 -1.14 3.42 1.16 0.33
19-25 years -0.16 -1.25 0.92 0.55 0.77
36-45 years 0.91 -0.06 1.87 0.49 0.07
46-55 years 1.03 0.09 1.98 0.48 0.03
56-65 years 0.74 -0.34 1.82 0.55 0.18
66-70 years 1.61 -0.53 3.74 1.09 0.14
71-75 years 1.46 -1.57 4.50 1.55 0.34
76+ years 0.82 -6.79 8.43 3.88 0.83
Mixed or multiple ethnic origins 1.94 -0.09 3.97 1.04 0.06
Asian or Asian British 1.47 -2.93 5.87 2.24 0.51
African or African British 1.25 -4.63 7.12 2.99 0.68
Other ethnicity 1.75 -1.01 4.51 1.41 0.21
Key worker -0.24 -0.91 0.43 0.34 0.48
Time difference: Lockdown to baseline 0.14 -0.05 0.34 0.10 0.14
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 0.34"  "-2.91"      " 3.60"     1.66  0.84     
 2 ocir.sum_score_retro            " 0.78"  " 0.76"      " 0.81"     0.01  0.00e+00 
 3 Depressive and anxiety disorder "-2.31"  "-5.03"      " 0.41"     1.39  0.10     
 4 Only depressive disorder        "-3.37"  "-6.32"      "-0.41"     1.51  0.03     
 5 Only anxiety disorder           "-3.39"  "-6.33"      "-0.44"     1.50  0.02     
 6 Eating disorders                " 0.48"  "-0.45"      " 1.40"     0.47  0.31     
 7 OCDs                            " 1.52"  " 0.70"      " 2.33"     0.42  2.77e-04 
 8 Psychotic and bipolar disorder  " 1.50"  "-0.90"      " 3.90"     1.22  0.22     
 9 Only psychotic disorder         " 0.06"  "-1.80"      " 1.93"     0.95  0.95     
10 Only bipolar disorder           " 0.36"  "-0.95"      " 1.67"     0.67  0.59     
# … with 20 more rows
n R2 adjust. R2 F p value df
1750 0.03 0.03 9.60 2.04e-10 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1750  0.03  0.03         9.60  2.04e-10      6

PCL baseline, not controlling for prior symptoms

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 8.44 8.35 8.54 0.05 0.00e+00
Anxiety disorders 3.42 3.16 3.67 0.13 3.65e-153
Eating disorders 3.66 2.85 4.46 0.41 6.61e-19
OCDs 5.54 4.88 6.20 0.34 1.20e-60
PTSD 6.20 5.54 6.86 0.34 1.99e-75
Depressive disorders 6.48 6.36 6.60 0.06 0.00e+00
Bipolar disorders 8.99 8.67 9.31 0.16 0.00e+00
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            8.44     8.35         8.54        0.05  0.00e+00 
2 Anxiety disorders    3.42     3.16         3.67        0.13  3.65e-153
3 Eating disorders     3.66     2.85         4.46        0.41  6.61e-19 
4 OCDs                 5.54     4.88         6.20        0.34  1.20e-60 
5 PTSD                 6.20     5.54         6.86        0.34  1.99e-75 
6 Depressive disorders 6.48     6.36         6.60        0.06  0.00e+00 
7 Bipolar disorders    8.99     8.67         9.31        0.16  0.00e+00 
n R2 adjust. R2 F p value df
31227 0.28 0.28 1988.78 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31227 0.28  0.28         1988.78 0.00e+00      6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 8.65 8.57 8.74 0.04 0.00e+00
Depressive and anxiety disorder 6.11 5.98 6.24 0.07 0.00e+00
Only depressive disorder 2.78 2.61 2.95 0.09 1.85e-216
Only anxiety disorder 3.28 3.06 3.50 0.11 6.19e-185
Eating disorders 1.34 1.11 1.57 0.12 5.16e-30
OCDs 1.74 1.52 1.97 0.11 1.82e-53
Psychotic and bipolar disorder 1.21 0.59 1.84 0.32 1.50e-04
Only psychotic disorder 0.72 0.19 1.26 0.27 0.008
Only bipolar disorder 1.16 0.82 1.50 0.17 1.61e-11
PTSD 2.86 2.65 3.06 0.10 7.16e-163
ASD 1.99 1.59 2.39 0.20 2.03e-22
ADHD 1.21 0.67 1.74 0.27 9.18e-06
Personality disorder 2.82 2.52 3.11 0.15 4.00e-78
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       8.65     8.57         8.74        0.04  0.00e+00 
 2 Depressive and anxiety disorder 6.11     5.98         6.24        0.07  0.00e+00 
 3 Only depressive disorder        2.78     2.61         2.95        0.09  1.85e-216
 4 Only anxiety disorder           3.28     3.06         3.50        0.11  6.19e-185
 5 Eating disorders                1.34     1.11         1.57        0.12  5.16e-30 
 6 OCDs                            1.74     1.52         1.97        0.11  1.82e-53 
 7 Psychotic and bipolar disorder  1.21     0.59         1.84        0.32  1.50e-04 
 8 Only psychotic disorder         0.72     0.19         1.26        0.27  0.008    
 9 Only bipolar disorder           1.16     0.82         1.50        0.17  1.61e-11 
10 PTSD                            2.86     2.65         3.06        0.10  7.16e-163
11 ASD                             1.99     1.59         2.39        0.20  2.03e-22 
12 ADHD                            1.21     0.67         1.74        0.27  9.18e-06 
13 Personality disorder            2.82     2.52         3.11        0.15  4.00e-78 
n R2 adjust. R2 F p value df
31227 0.28 0.28 1988.78 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31227 0.28  0.28         1988.78 0.00e+00      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.91 9.62 10.20 0.15 0.00e+00
Anxiety disorders 2.40 2.13 2.66 0.13 4.80e-72
Eating disorders 2.19 1.38 3.00 0.41 1.05e-07
OCDs 3.33 2.67 3.99 0.34 5.90e-23
PTSD 5.30 4.63 5.97 0.34 4.83e-54
Depressive disorders 5.42 5.28 5.55 0.07 0.00e+00
Bipolar disorders 7.78 7.47 8.10 0.16 0.00e+00
Female 0.77 0.63 0.91 0.07 8.71e-27
Non-binary/Self-defined 2.27 1.70 2.83 0.29 3.65e-15
age_category_collapsed_reordered16-18 3.65 3.28 4.03 0.19 2.14e-80
19-25 years 1.86 1.61 2.12 0.13 3.66e-45
36-45 years -0.77 -0.99 -0.55 0.11 3.10e-12
46-55 years -1.25 -1.45 -1.05 0.10 1.02e-34
56-65 years -2.18 -2.38 -1.99 0.10 1.23e-102
66-70 years -2.90 -3.15 -2.65 0.13 9.68e-112
71-75 years -3.05 -3.34 -2.76 0.15 1.57e-93
76+ years -2.87 -3.32 -2.43 0.23 3.77e-37
Mixed or multiple ethnic origins 0.56 0.11 1.01 0.23 0.02
Asian or Asian British 0.32 -0.23 0.87 0.28 0.25
African or African British 0.83 -0.09 1.76 0.47 0.08
Other ethnicity 0.99 0.16 1.82 0.42 0.02
Time difference: Lockdown to baseline -0.01 -0.04 0.02 0.02 0.35
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " 9.91"  " 9.62"      "10.20"     0.15  0.00e+00 
 2 Anxiety disorders                     " 2.40"  " 2.13"      " 2.66"     0.13  4.80e-72 
 3 Eating disorders                      " 2.19"  " 1.38"      " 3.00"     0.41  1.05e-07 
 4 OCDs                                  " 3.33"  " 2.67"      " 3.99"     0.34  5.90e-23 
 5 PTSD                                  " 5.30"  " 4.63"      " 5.97"     0.34  4.83e-54 
 6 Depressive disorders                  " 5.42"  " 5.28"      " 5.55"     0.07  0.00e+00 
 7 Bipolar disorders                     " 7.78"  " 7.47"      " 8.10"     0.16  0.00e+00 
 8 Female                                " 0.77"  " 0.63"      " 0.91"     0.07  8.71e-27 
 9 Non-binary/Self-defined               " 2.27"  " 1.70"      " 2.83"     0.29  3.65e-15 
10 age_category_collapsed_reordered16-18 " 3.65"  " 3.28"      " 4.03"     0.19  2.14e-80 
# … with 12 more rows
n R2 adjust. R2 F p value df
31227 0.28 0.28 1988.78 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31227 0.28  0.28         1988.78 0.00e+00      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.95 9.67 10.23 0.14 0.00e+00
Depressive and anxiety disorder 5.23 5.08 5.37 0.07 0.00e+00
Only depressive disorder 2.64 2.46 2.82 0.09 1.59e-177
Only anxiety disorder 2.44 2.21 2.67 0.12 1.98e-95
Eating disorders 0.86 0.63 1.09 0.12 1.80e-13
OCDs 1.30 1.08 1.53 0.11 6.65e-31
Psychotic and bipolar disorder 1.44 0.82 2.06 0.32 5.13e-06
Only psychotic disorder 0.77 0.24 1.30 0.27 0.005
Only bipolar disorder 1.25 0.92 1.59 0.17 2.66e-13
PTSD 2.86 2.66 3.07 0.10 4.95e-163
ASD 1.07 0.67 1.47 0.21 1.77e-07
ADHD 0.60 0.07 1.14 0.27 0.03
Personality disorder 2.54 2.24 2.83 0.15 4.57e-64
Female 0.69 0.56 0.82 0.07 4.36e-24
Non-binary/Self-defined 1.20 0.67 1.73 0.27 1.05e-05
age_category_collapsed_reordered16-18 3.78 3.43 4.13 0.18 5.85e-99
19-25 years 1.73 1.49 1.98 0.12 1.15e-43
36-45 years -0.58 -0.79 -0.38 0.10 2.66e-08
46-55 years -0.86 -1.05 -0.67 0.10 9.23e-19
56-65 years -1.63 -1.82 -1.44 0.10 3.43e-62
66-70 years -2.37 -2.62 -2.12 0.13 9.67e-79
71-75 years -2.53 -2.81 -2.25 0.14 5.98e-69
76+ years -2.39 -2.81 -1.97 0.21 7.93e-29
Mixed or multiple ethnic origins 0.52 0.10 0.95 0.22 0.02
Asian or Asian British 0.77 0.26 1.28 0.26 0.003
African or African British 0.93 0.06 1.80 0.44 0.04
Other ethnicity 0.63 -0.15 1.41 0.40 0.11
Key worker -0.54 -0.67 -0.42 0.06 5.68e-18
Time difference: Lockdown to baseline -0.03 -0.05 0.00 0.01 0.07
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 9.95"  " 9.67"      "10.23"     0.14  0.00e+00 
 2 Depressive and anxiety disorder " 5.23"  " 5.08"      " 5.37"     0.07  0.00e+00 
 3 Only depressive disorder        " 2.64"  " 2.46"      " 2.82"     0.09  1.59e-177
 4 Only anxiety disorder           " 2.44"  " 2.21"      " 2.67"     0.12  1.98e-95 
 5 Eating disorders                " 0.86"  " 0.63"      " 1.09"     0.12  1.80e-13 
 6 OCDs                            " 1.30"  " 1.08"      " 1.53"     0.11  6.65e-31 
 7 Psychotic and bipolar disorder  " 1.44"  " 0.82"      " 2.06"     0.32  5.13e-06 
 8 Only psychotic disorder         " 0.77"  " 0.24"      " 1.30"     0.27  0.005    
 9 Only bipolar disorder           " 1.25"  " 0.92"      " 1.59"     0.17  2.66e-13 
10 PTSD                            " 2.86"  " 2.66"      " 3.07"     0.10  4.95e-163
# … with 19 more rows
n R2 adjust. R2 F p value df
31227 0.28 0.28 1988.78 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31227 0.28  0.28         1988.78 0.00e+00      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 7.37 7.05 7.70 0.17 0.00e+00
Anxiety disorders 2.43 2.11 2.76 0.16 1.39e-49
Eating disorders 2.39 1.41 3.37 0.50 1.89e-06
OCDs 3.88 3.03 4.73 0.43 4.63e-19
PTSD 5.62 4.69 6.55 0.47 1.66e-32
Depressive disorders 5.83 5.67 5.99 0.08 0.00e+00
Bipolar disorders 8.10 7.74 8.47 0.18 0.00e+00
Female 0.54 0.38 0.69 0.08 3.21e-11
Non-binary/Self-defined 2.04 1.40 2.67 0.32 3.68e-10
Age -229.09 -240.82 -217.36 5.98 2.96e-310
Age2 36.72 26.13 47.31 5.40 1.10e-11
Mixed or multiple ethnic origins 0.57 0.05 1.10 0.27 0.03
Asian or Asian British 0.67 -0.02 1.37 0.35 0.06
African or African British 1.16 0.07 2.25 0.56 0.04
Other ethnicity 1.29 0.30 2.28 0.51 0.01
Time difference: Lockdown to baseline 0.12 0.08 0.16 0.02 2.50e-09
# A tibble: 16 x 6
   `Indepent variable`                   Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "   7.37" "   7.05"    "   7.70"   0.17  0.00e+00 
 2 Anxiety disorders                     "   2.43" "   2.11"    "   2.76"   0.16  1.39e-49 
 3 Eating disorders                      "   2.39" "   1.41"    "   3.37"   0.50  1.89e-06 
 4 OCDs                                  "   3.88" "   3.03"    "   4.73"   0.43  4.63e-19 
 5 PTSD                                  "   5.62" "   4.69"    "   6.55"   0.47  1.66e-32 
 6 Depressive disorders                  "   5.83" "   5.67"    "   5.99"   0.08  0.00e+00 
 7 Bipolar disorders                     "   8.10" "   7.74"    "   8.47"   0.18  0.00e+00 
 8 Female                                "   0.54" "   0.38"    "   0.69"   0.08  3.21e-11 
 9 Non-binary/Self-defined               "   2.04" "   1.40"    "   2.67"   0.32  3.68e-10 
10 Age                                   "-229.09" "-240.82"    "-217.36"   5.98  2.96e-310
11 Age^2                                 "  36.72" "  26.13"    "  47.31"   5.40  1.10e-11 
12 Mixed or multiple ethnic origins      "   0.57" "   0.05"    "   1.10"   0.27  0.03     
13 Asian or Asian British                "   0.67" "  -0.02"    "   1.37"   0.35  0.06     
14 African or African British            "   1.16" "   0.07"    "   2.25"   0.56  0.04     
15 Other ethnicity                       "   1.29" "   0.30"    "   2.28"   0.51  0.01     
16 Time difference: Lockdown to baseline "   0.12" "   0.08"    "   0.16"   0.02  2.50e-09 
n R2 adjust. R2 F p value df
24380 0.32 0.32 1898.00 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 24380 0.32  0.32         1898.00 0.00e+00      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 7.57 7.26 7.88 0.16 0.00e+00
Depressive and anxiety disorder 5.71 5.54 5.88 0.09 0.00e+00
Only depressive disorder 2.94 2.73 3.16 0.11 1.54e-155
Only anxiety disorder 2.67 2.39 2.96 0.14 2.70e-75
Eating disorders 1.09 0.82 1.35 0.13 6.52e-16
OCDs 1.31 1.06 1.56 0.13 3.87e-24
Psychotic and bipolar disorder 1.06 0.31 1.80 0.38 0.005
Only psychotic disorder 0.44 -0.17 1.04 0.31 0.16
Only bipolar disorder 1.23 0.86 1.60 0.19 6.52e-11
PTSD 2.88 2.65 3.12 0.12 1.27e-125
ASD 1.37 0.88 1.85 0.25 3.52e-08
ADHD 0.64 -0.02 1.29 0.33 0.06
Personality disorder 2.48 2.15 2.81 0.17 4.52e-48
Female 0.41 0.26 0.56 0.08 7.33e-08
Non-binary/Self-defined 0.96 0.36 1.57 0.31 0.002
Age -191.84 -203.48 -180.21 5.94 6.38e-224
Age2 23.83 13.48 34.19 5.28 6.47e-06
Mixed or multiple ethnic origins 0.46 -0.04 0.95 0.25 0.07
Asian or Asian British 1.05 0.40 1.70 0.33 0.001
African or African British 1.17 0.14 2.19 0.52 0.03
Other ethnicity 0.76 -0.16 1.69 0.47 0.11
Key worker -0.58 -0.72 -0.44 0.07 3.84e-16
Time difference: Lockdown to baseline 0.13 0.09 0.17 0.02 1.13e-11
# A tibble: 23 x 6
   `Indepent variable`             Estimate  `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>     <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "   7.57" "   7.26"    "   7.88"   0.16  0.00e+00 
 2 Depressive and anxiety disorder "   5.71" "   5.54"    "   5.88"   0.09  0.00e+00 
 3 Only depressive disorder        "   2.94" "   2.73"    "   3.16"   0.11  1.54e-155
 4 Only anxiety disorder           "   2.67" "   2.39"    "   2.96"   0.14  2.70e-75 
 5 Eating disorders                "   1.09" "   0.82"    "   1.35"   0.13  6.52e-16 
 6 OCDs                            "   1.31" "   1.06"    "   1.56"   0.13  3.87e-24 
 7 Psychotic and bipolar disorder  "   1.06" "   0.31"    "   1.80"   0.38  0.005    
 8 Only psychotic disorder         "   0.44" "  -0.17"    "   1.04"   0.31  0.16     
 9 Only bipolar disorder           "   1.23" "   0.86"    "   1.60"   0.19  6.52e-11 
10 PTSD                            "   2.88" "   2.65"    "   3.12"   0.12  1.27e-125
# … with 13 more rows
n R2 adjust. R2 F p value df
24380 0.32 0.32 1898.00 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 24380 0.32  0.32         1898.00 0.00e+00      6

PCL prepan

Regression: Change scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 0.28 -0.70 1.26 0.50 0.58
Anxiety disorders -0.07 -1.15 1.01 0.55 0.89
Eating disorders -0.55 -2.63 1.53 1.06 0.61
OCDs -0.30 -1.76 1.15 0.74 0.68
PTSD -1.60 -3.30 0.10 0.86 0.06
Depressive disorders -0.04 -1.03 0.94 0.50 0.93
Bipolar disorders -0.27 -1.33 0.79 0.54 0.61
# A tibble: 7 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            " 0.28"  -0.70        1.26        0.50  0.58     
2 Anxiety disorders    "-0.07"  -1.15        1.01        0.55  0.89     
3 Eating disorders     "-0.55"  -2.63        1.53        1.06  0.61     
4 OCDs                 "-0.30"  -1.76        1.15        0.74  0.68     
5 PTSD                 "-1.60"  -3.30        0.10        0.86  0.06     
6 Depressive disorders "-0.04"  -1.03        0.94        0.50  0.93     
7 Bipolar disorders    "-0.27"  -1.33        0.79        0.54  0.61     
n R2 adjust. R2 F p value df
11019 0.00 0.00 1.05 0.39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11019 0.00  0.00         1.05  0.39          6

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 0.39 -0.31 1.09 0.36 0.27
Depressive and anxiety disorder 0.02 -0.68 0.73 0.36 0.95
Only depressive disorder -0.16 -0.92 0.61 0.39 0.69
Only anxiety disorder -0.21 -1.01 0.59 0.41 0.61
Eating disorders 0.13 -0.21 0.48 0.18 0.45
OCDs -0.08 -0.40 0.24 0.16 0.64
Psychotic and bipolar disorder -0.69 -1.63 0.24 0.48 0.15
Only psychotic disorder -0.03 -0.82 0.75 0.40 0.93
Only bipolar disorder 0.06 -0.41 0.53 0.24 0.79
PTSD -0.89 -1.20 -0.59 0.15 7.68e-09
ASD -0.12 -0.74 0.51 0.32 0.72
ADHD -0.23 -1.09 0.63 0.44 0.60
Personality disorder -0.29 -0.71 0.13 0.22 0.18
# A tibble: 13 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 0.39"  -0.31        " 1.09"     0.36  0.27     
 2 Depressive and anxiety disorder " 0.02"  -0.68        " 0.73"     0.36  0.95     
 3 Only depressive disorder        "-0.16"  -0.92        " 0.61"     0.39  0.69     
 4 Only anxiety disorder           "-0.21"  -1.01        " 0.59"     0.41  0.61     
 5 Eating disorders                " 0.13"  -0.21        " 0.48"     0.18  0.45     
 6 OCDs                            "-0.08"  -0.40        " 0.24"     0.16  0.64     
 7 Psychotic and bipolar disorder  "-0.69"  -1.63        " 0.24"     0.48  0.15     
 8 Only psychotic disorder         "-0.03"  -0.82        " 0.75"     0.40  0.93     
 9 Only bipolar disorder           " 0.06"  -0.41        " 0.53"     0.24  0.79     
10 PTSD                            "-0.89"  -1.20        "-0.59"     0.15  7.68e-09 
11 ASD                             "-0.12"  -0.74        " 0.51"     0.32  0.72     
12 ADHD                            "-0.23"  -1.09        " 0.63"     0.44  0.60     
13 Personality disorder            "-0.29"  -0.71        " 0.13"     0.22  0.18     
n R2 adjust. R2 F p value df
11019 0.00 0.00 1.05 0.39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11019 0.00  0.00         1.05  0.39          6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -0.50 -1.64 0.64 0.58 0.39
Anxiety disorders -0.08 -1.16 1.00 0.55 0.88
Eating disorders -0.67 -2.74 1.41 1.06 0.53
OCDs -0.46 -1.92 0.99 0.74 0.53
PTSD -1.60 -3.30 0.11 0.87 0.07
Depressive disorders 0.01 -0.97 1.00 0.50 0.98
Bipolar disorders -0.12 -1.18 0.94 0.54 0.82
Female 0.62 0.33 0.91 0.15 2.26e-05
Non-binary/Self-defined -0.04 -0.85 0.78 0.42 0.93
age_category_collapsed_reordered16-18 -0.11 -0.80 0.57 0.35 0.74
19-25 years 0.34 -0.03 0.71 0.19 0.07
36-45 years -0.47 -0.80 -0.14 0.17 0.005
46-55 years -0.57 -0.89 -0.25 0.16 4.38e-04
56-65 years -0.28 -0.64 0.07 0.18 0.12
66-70 years -0.47 -1.10 0.15 0.32 0.14
71-75 years -0.49 -1.32 0.35 0.43 0.26
76+ years 0.33 -1.30 1.95 0.83 0.69
Mixed or multiple ethnic origins 0.37 -0.38 1.11 0.38 0.33
Asian or Asian British 0.12 -1.11 1.36 0.63 0.84
African or African British -0.37 -2.18 1.44 0.92 0.69
Other ethnicity -0.39 -1.55 0.77 0.59 0.51
Time difference: Lockdown to baseline 0.06 0.00 0.13 0.03 0.06
# A tibble: 22 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "-0.50"  "-1.64"      " 0.64"     0.58  0.39     
 2 Anxiety disorders                     "-0.08"  "-1.16"      " 1.00"     0.55  0.88     
 3 Eating disorders                      "-0.67"  "-2.74"      " 1.41"     1.06  0.53     
 4 OCDs                                  "-0.46"  "-1.92"      " 0.99"     0.74  0.53     
 5 PTSD                                  "-1.60"  "-3.30"      " 0.11"     0.87  0.07     
 6 Depressive disorders                  " 0.01"  "-0.97"      " 1.00"     0.50  0.98     
 7 Bipolar disorders                     "-0.12"  "-1.18"      " 0.94"     0.54  0.82     
 8 Female                                " 0.62"  " 0.33"      " 0.91"     0.15  2.26e-05 
 9 Non-binary/Self-defined               "-0.04"  "-0.85"      " 0.78"     0.42  0.93     
10 age_category_collapsed_reordered16-18 "-0.11"  "-0.80"      " 0.57"     0.35  0.74     
# … with 12 more rows
n R2 adjust. R2 F p value df
11019 0.00 0.00 1.05 0.39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11019 0.00  0.00         1.05  0.39          6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -0.36 -1.29 0.56 0.47 0.44
Depressive and anxiety disorder 0.08 -0.63 0.79 0.36 0.82
Only depressive disorder -0.03 -0.80 0.74 0.39 0.95
Only anxiety disorder -0.23 -1.03 0.58 0.41 0.58
Eating disorders 0.00 -0.35 0.35 0.18 1.00
OCDs -0.11 -0.43 0.21 0.16 0.50
Psychotic and bipolar disorder -0.59 -1.53 0.34 0.48 0.22
Only psychotic disorder 0.07 -0.72 0.86 0.40 0.86
Only bipolar disorder 0.20 -0.28 0.67 0.24 0.41
PTSD -0.87 -1.18 -0.57 0.16 1.96e-08
ASD -0.12 -0.75 0.52 0.32 0.72
ADHD -0.22 -1.08 0.64 0.44 0.62
Personality disorder -0.43 -0.86 -0.01 0.22 0.05
Female 0.68 0.39 0.97 0.15 3.68e-06
Non-binary/Self-defined 0.17 -0.64 0.99 0.42 0.68
age_category_collapsed_reordered16-18 -0.17 -0.85 0.51 0.35 0.63
19-25 years 0.30 -0.08 0.67 0.19 0.12
36-45 years -0.45 -0.78 -0.13 0.17 0.007
46-55 years -0.55 -0.87 -0.23 0.16 8.32e-04
56-65 years -0.32 -0.69 0.04 0.18 0.08
66-70 years -0.62 -1.25 0.01 0.32 0.05
71-75 years -0.64 -1.48 0.20 0.43 0.13
76+ years 0.11 -1.51 1.74 0.83 0.89
Mixed or multiple ethnic origins 0.45 -0.29 1.19 0.38 0.23
Asian or Asian British 0.23 -1.00 1.45 0.63 0.72
African or African British -0.41 -2.22 1.40 0.92 0.66
Other ethnicity -0.15 -1.29 0.99 0.58 0.80
Key worker -0.21 -0.44 0.01 0.11 0.06
Time difference: Lockdown to baseline 0.07 0.00 0.13 0.03 0.04
# A tibble: 29 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "-0.36"  -1.29        " 0.56"     0.47  0.44     
 2 Depressive and anxiety disorder " 0.08"  -0.63        " 0.79"     0.36  0.82     
 3 Only depressive disorder        "-0.03"  -0.80        " 0.74"     0.39  0.95     
 4 Only anxiety disorder           "-0.23"  -1.03        " 0.58"     0.41  0.58     
 5 Eating disorders                " 0.00"  -0.35        " 0.35"     0.18  1.00     
 6 OCDs                            "-0.11"  -0.43        " 0.21"     0.16  0.50     
 7 Psychotic and bipolar disorder  "-0.59"  -1.53        " 0.34"     0.48  0.22     
 8 Only psychotic disorder         " 0.07"  -0.72        " 0.86"     0.40  0.86     
 9 Only bipolar disorder           " 0.20"  -0.28        " 0.67"     0.24  0.41     
10 PTSD                            "-0.87"  -1.18        "-0.57"     0.16  1.96e-08 
# … with 19 more rows
n R2 adjust. R2 F p value df
11019 0.00 0.00 1.05 0.39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11019 0.00  0.00         1.05  0.39          6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -0.76 -1.88 0.36 0.57 0.18
Anxiety disorders -0.07 -1.15 1.01 0.55 0.89
Eating disorders -0.73 -2.80 1.35 1.06 0.49
OCDs -0.49 -1.94 0.97 0.74 0.51
PTSD -1.61 -3.31 0.09 0.87 0.06
Depressive disorders 0.02 -0.96 1.01 0.50 0.96
Bipolar disorders -0.11 -1.17 0.95 0.54 0.84
Female 0.63 0.34 0.92 0.15 1.63e-05
Non-binary/Self-defined -0.02 -0.84 0.80 0.42 0.96
Age -23.23 -34.81 -11.64 5.91 8.52e-05
Age2 15.74 4.38 27.09 5.79 0.007
Mixed or multiple ethnic origins 0.36 -0.38 1.11 0.38 0.34
Asian or Asian British 0.11 -1.12 1.34 0.63 0.87
African or African British -0.41 -2.22 1.41 0.92 0.66
Other ethnicity -0.40 -1.56 0.76 0.59 0.50
Time difference: Lockdown to baseline 0.06 0.00 0.13 0.03 0.06
# A tibble: 16 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             " -0.76" " -1.88"     "  0.36"    0.57  0.18     
 2 Anxiety disorders                     " -0.07" " -1.15"     "  1.01"    0.55  0.89     
 3 Eating disorders                      " -0.73" " -2.80"     "  1.35"    1.06  0.49     
 4 OCDs                                  " -0.49" " -1.94"     "  0.97"    0.74  0.51     
 5 PTSD                                  " -1.61" " -3.31"     "  0.09"    0.87  0.06     
 6 Depressive disorders                  "  0.02" " -0.96"     "  1.01"    0.50  0.96     
 7 Bipolar disorders                     " -0.11" " -1.17"     "  0.95"    0.54  0.84     
 8 Female                                "  0.63" "  0.34"     "  0.92"    0.15  1.63e-05 
 9 Non-binary/Self-defined               " -0.02" " -0.84"     "  0.80"    0.42  0.96     
10 Age                                   "-23.23" "-34.81"     "-11.64"    5.91  8.52e-05 
11 Age^2                                 " 15.74" "  4.38"     " 27.09"    5.79  0.007    
12 Mixed or multiple ethnic origins      "  0.36" " -0.38"     "  1.11"    0.38  0.34     
13 Asian or Asian British                "  0.11" " -1.12"     "  1.34"    0.63  0.87     
14 African or African British            " -0.41" " -2.22"     "  1.41"    0.92  0.66     
15 Other ethnicity                       " -0.40" " -1.56"     "  0.76"    0.59  0.50     
16 Time difference: Lockdown to baseline "  0.06" "  0.00"     "  0.13"    0.03  0.06     
n R2 adjust. R2 F p value df
11019 0.00 0.00 1.05 0.39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11019 0.00  0.00         1.05  0.39          6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept -0.65 -1.54 0.24 0.45 0.15
Depressive and anxiety disorder 0.12 -0.60 0.83 0.36 0.75
Only depressive disorder 0.00 -0.76 0.77 0.39 0.99
Only anxiety disorder -0.20 -1.01 0.60 0.41 0.62
Eating disorders 0.00 -0.35 0.34 0.18 0.98
OCDs -0.11 -0.44 0.21 0.16 0.49
Psychotic and bipolar disorder -0.58 -1.52 0.36 0.48 0.22
Only psychotic disorder 0.05 -0.73 0.84 0.40 0.90
Only bipolar disorder 0.19 -0.28 0.66 0.24 0.43
PTSD -0.88 -1.18 -0.58 0.16 1.46e-08
ASD -0.15 -0.78 0.48 0.32 0.64
ADHD -0.23 -1.09 0.63 0.44 0.60
Personality disorder -0.42 -0.84 0.01 0.22 0.05
Female 0.69 0.40 0.98 0.15 2.85e-06
Non-binary/Self-defined 0.19 -0.62 1.01 0.42 0.65
Age -24.57 -36.35 -12.78 6.01 4.42e-05
Age2 10.83 -0.85 22.51 5.96 0.07
Mixed or multiple ethnic origins 0.45 -0.29 1.19 0.38 0.24
Asian or Asian British 0.21 -1.02 1.43 0.63 0.74
African or African British -0.44 -2.25 1.37 0.92 0.63
Other ethnicity -0.15 -1.29 0.99 0.58 0.79
Key worker -0.21 -0.43 0.01 0.11 0.07
Time difference: Lockdown to baseline 0.07 0.00 0.13 0.03 0.05
# A tibble: 23 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " -0.65" " -1.54"     "  0.24"    0.45  0.15     
 2 Depressive and anxiety disorder "  0.12" " -0.60"     "  0.83"    0.36  0.75     
 3 Only depressive disorder        "  0.00" " -0.76"     "  0.77"    0.39  0.99     
 4 Only anxiety disorder           " -0.20" " -1.01"     "  0.60"    0.41  0.62     
 5 Eating disorders                "  0.00" " -0.35"     "  0.34"    0.18  0.98     
 6 OCDs                            " -0.11" " -0.44"     "  0.21"    0.16  0.49     
 7 Psychotic and bipolar disorder  " -0.58" " -1.52"     "  0.36"    0.48  0.22     
 8 Only psychotic disorder         "  0.05" " -0.73"     "  0.84"    0.40  0.90     
 9 Only bipolar disorder           "  0.19" " -0.28"     "  0.66"    0.24  0.43     
10 PTSD                            " -0.88" " -1.18"     " -0.58"    0.16  1.46e-08 
# … with 13 more rows
n R2 adjust. R2 F p value df
11019 0.00 0.00 1.05 0.39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11019 0.00  0.00         1.05  0.39          6

Regression: Absolute scores

Model 0a: Disorder_hierarchical, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.08 5.18 6.97 0.46 3.93e-40
pcl.sum_score_prepan 0.57 0.55 0.58 0.01 0.00e+00
Anxiety disorders -0.34 -1.30 0.62 0.49 0.49
Eating disorders 0.04 -1.81 1.89 0.94 0.97
OCDs 0.37 -0.92 1.66 0.66 0.57
PTSD 0.12 -1.39 1.62 0.77 0.88
Depressive disorders 0.94 0.06 1.82 0.45 0.04
Bipolar disorders 1.47 0.52 2.41 0.48 0.002
# A tibble: 8 x 6
  `Indepent variable`  Estimate `95% CI low` `95% CI up` SE    `p value`
  <fct>                <chr>    <chr>        <chr>       <chr> <chr>    
1 Intercept            " 6.08"  " 5.18"      6.97        0.46  3.93e-40 
2 pcl.sum_score_prepan " 0.57"  " 0.55"      0.58        0.01  0.00e+00 
3 Anxiety disorders    "-0.34"  "-1.30"      0.62        0.49  0.49     
4 Eating disorders     " 0.04"  "-1.81"      1.89        0.94  0.97     
5 OCDs                 " 0.37"  "-0.92"      1.66        0.66  0.57     
6 PTSD                 " 0.12"  "-1.39"      1.62        0.77  0.88     
7 Depressive disorders " 0.94"  " 0.06"      1.82        0.45  0.04     
8 Bipolar disorders    " 1.47"  " 0.52"      2.41        0.48  0.002    
n R2 adjust. R2 F p value df
11019 0.33 0.33 764.66 0.00e+00 7
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 11019 0.33  0.33         764.66 0.00e+00      7

Model 0b: Overlapping disorders, Unadjusted

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.83 6.17 7.48 0.33 7.35e-91
pcl.sum_score_prepan 0.53 0.52 0.55 0.01 0.00e+00
Depressive and anxiety disorder 0.51 -0.12 1.13 0.32 0.11
Only depressive disorder -0.51 -1.19 0.16 0.34 0.14
Only anxiety disorder -0.63 -1.34 0.08 0.36 0.08
Eating disorders 0.59 0.29 0.89 0.16 1.40e-04
OCDs 0.61 0.33 0.90 0.15 2.59e-05
Psychotic and bipolar disorder -0.40 -1.23 0.42 0.42 0.34
Only psychotic disorder -0.05 -0.74 0.65 0.35 0.89
Only bipolar disorder 0.35 -0.07 0.76 0.21 0.10
PTSD 0.73 0.46 1.01 0.14 1.43e-07
ASD 0.65 0.10 1.20 0.28 0.02
ADHD 0.24 -0.51 1.00 0.39 0.53
Personality disorder 1.08 0.71 1.46 0.19 1.71e-08
# A tibble: 14 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 6.83"  " 6.17"      7.48        0.33  7.35e-91 
 2 pcl.sum_score_prepan            " 0.53"  " 0.52"      0.55        0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.51"  "-0.12"      1.13        0.32  0.11     
 4 Only depressive disorder        "-0.51"  "-1.19"      0.16        0.34  0.14     
 5 Only anxiety disorder           "-0.63"  "-1.34"      0.08        0.36  0.08     
 6 Eating disorders                " 0.59"  " 0.29"      0.89        0.16  1.40e-04 
 7 OCDs                            " 0.61"  " 0.33"      0.90        0.15  2.59e-05 
 8 Psychotic and bipolar disorder  "-0.40"  "-1.23"      0.42        0.42  0.34     
 9 Only psychotic disorder         "-0.05"  "-0.74"      0.65        0.35  0.89     
10 Only bipolar disorder           " 0.35"  "-0.07"      0.76        0.21  0.10     
11 PTSD                            " 0.73"  " 0.46"      1.01        0.14  1.43e-07 
12 ASD                             " 0.65"  " 0.10"      1.20        0.28  0.02     
13 ADHD                            " 0.24"  "-0.51"      1.00        0.39  0.53     
14 Personality disorder            " 1.08"  " 0.71"      1.46        0.19  1.71e-08 
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

Model 1a: Disorder hierarchical, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.85 4.81 6.88 0.53 2.66e-28
pcl.sum_score_prepan 0.54 0.53 0.56 0.01 0.00e+00
Anxiety disorders -0.36 -1.31 0.59 0.49 0.46
Eating disorders -0.01 -1.84 1.82 0.93 0.99
OCDs 0.11 -1.17 1.39 0.65 0.87
PTSD 0.49 -1.01 1.99 0.77 0.52
Depressive disorders 1.14 0.27 2.01 0.44 0.01
Bipolar disorders 1.77 0.83 2.71 0.48 2.22e-04
Female 0.58 0.32 0.83 0.13 8.54e-06
Non-binary/Self-defined 0.77 0.05 1.49 0.37 0.04
age_category_collapsed_reordered16-18 1.00 0.39 1.62 0.31 0.001
19-25 years 0.84 0.51 1.17 0.17 5.57e-07
36-45 years -0.51 -0.80 -0.22 0.15 4.87e-04
46-55 years -0.64 -0.92 -0.36 0.14 6.92e-06
56-65 years -0.92 -1.24 -0.60 0.16 1.31e-08
66-70 years -2.07 -2.63 -1.51 0.29 4.19e-13
71-75 years -2.46 -3.21 -1.72 0.38 8.96e-11
76+ years -1.94 -3.37 -0.51 0.73 0.008
Mixed or multiple ethnic origins 0.29 -0.37 0.95 0.34 0.39
Asian or Asian British 0.39 -0.70 1.48 0.55 0.48
African or African British 0.61 -0.98 2.21 0.81 0.45
Other ethnicity 0.14 -0.88 1.17 0.52 0.78
Key worker -0.69 -0.88 -0.49 0.10 8.77e-12
Time difference: Lockdown to baseline 0.08 0.03 0.14 0.03 0.004
# A tibble: 24 x 6
   `Indepent variable`     Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                   <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept               " 5.85"  " 4.81"      " 6.88"     0.53  2.66e-28 
 2 pcl.sum_score_prepan    " 0.54"  " 0.53"      " 0.56"     0.01  0.00e+00 
 3 Anxiety disorders       "-0.36"  "-1.31"      " 0.59"     0.49  0.46     
 4 Eating disorders        "-0.01"  "-1.84"      " 1.82"     0.93  0.99     
 5 OCDs                    " 0.11"  "-1.17"      " 1.39"     0.65  0.87     
 6 PTSD                    " 0.49"  "-1.01"      " 1.99"     0.77  0.52     
 7 Depressive disorders    " 1.14"  " 0.27"      " 2.01"     0.44  0.01     
 8 Bipolar disorders       " 1.77"  " 0.83"      " 2.71"     0.48  2.22e-04 
 9 Female                  " 0.58"  " 0.32"      " 0.83"     0.13  8.54e-06 
10 Non-binary/Self-defined " 0.77"  " 0.05"      " 1.49"     0.37  0.04     
# … with 14 more rows
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed_reordered + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.46 5.62 7.30 0.43 5.49e-51
pcl.sum_score_prepan 0.51 0.50 0.53 0.01 0.00e+00
Depressive and anxiety disorder 0.70 0.08 1.33 0.32 0.03
Only depressive disorder -0.12 -0.79 0.55 0.34 0.73
Only anxiety disorder -0.64 -1.35 0.06 0.36 0.07
Eating disorders 0.42 0.12 0.73 0.15 0.006
OCDs 0.52 0.23 0.80 0.14 3.41e-04
Psychotic and bipolar disorder -0.20 -1.02 0.62 0.42 0.63
Only psychotic disorder 0.04 -0.65 0.72 0.35 0.92
Only bipolar disorder 0.51 0.10 0.92 0.21 0.02
PTSD 0.85 0.58 1.12 0.14 1.10e-09
ASD 0.37 -0.19 0.92 0.28 0.19
ADHD 0.16 -0.59 0.91 0.38 0.68
Personality disorder 0.93 0.55 1.30 0.19 1.31e-06
Female 0.46 0.21 0.72 0.13 3.36e-04
Non-binary/Self-defined 0.47 -0.25 1.18 0.36 0.20
age_category_collapsed_reordered16-18 1.18 0.58 1.78 0.31 1.13e-04
19-25 years 0.87 0.54 1.19 0.17 2.26e-07
36-45 years -0.48 -0.77 -0.19 0.15 0.001
46-55 years -0.57 -0.85 -0.29 0.14 6.38e-05
56-65 years -0.78 -1.10 -0.46 0.16 1.41e-06
66-70 years -1.83 -2.39 -1.28 0.28 9.37e-11
71-75 years -2.21 -2.95 -1.47 0.38 4.27e-09
76+ years -1.76 -3.19 -0.34 0.73 0.02
Mixed or multiple ethnic origins 0.24 -0.41 0.89 0.33 0.47
Asian or Asian British 0.52 -0.55 1.60 0.55 0.34
African or African British 0.75 -0.83 2.33 0.81 0.35
Other ethnicity 0.06 -0.94 1.06 0.51 0.91
Key worker -0.59 -0.79 -0.40 0.10 2.77e-09
Time difference: Lockdown to baseline 0.09 0.04 0.15 0.03 0.002
# A tibble: 30 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 6.46"  " 5.62"      " 7.30"     0.43  5.49e-51 
 2 pcl.sum_score_prepan            " 0.51"  " 0.50"      " 0.53"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.70"  " 0.08"      " 1.33"     0.32  0.03     
 4 Only depressive disorder        "-0.12"  "-0.79"      " 0.55"     0.34  0.73     
 5 Only anxiety disorder           "-0.64"  "-1.35"      " 0.06"     0.36  0.07     
 6 Eating disorders                " 0.42"  " 0.12"      " 0.73"     0.15  0.006    
 7 OCDs                            " 0.52"  " 0.23"      " 0.80"     0.14  3.41e-04 
 8 Psychotic and bipolar disorder  "-0.20"  "-1.02"      " 0.62"     0.42  0.63     
 9 Only psychotic disorder         " 0.04"  "-0.65"      " 0.72"     0.35  0.92     
10 Only bipolar disorder           " 0.51"  " 0.10"      " 0.92"     0.21  0.02     
# … with 20 more rows
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

Model 2a: Disorder hierarchical, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.49 4.47 6.50 0.52 4.74e-26
pcl.sum_score_prepan 0.54 0.53 0.56 0.01 0.00e+00
Anxiety disorders -0.38 -1.33 0.58 0.49 0.44
Eating disorders -0.11 -1.94 1.71 0.93 0.90
OCDs 0.11 -1.17 1.39 0.65 0.87
PTSD 0.40 -1.10 1.90 0.77 0.60
Depressive disorders 1.10 0.23 1.97 0.44 0.01
Bipolar disorders 1.72 0.78 2.66 0.48 3.28e-04
Female 0.57 0.32 0.82 0.13 1.09e-05
Non-binary/Self-defined 0.77 0.05 1.49 0.37 0.04
Age -73.48 -83.85 -63.11 5.29 1.73e-43
Age2 2.03 -8.27 12.33 5.25 0.70
Mixed or multiple ethnic origins 0.27 -0.38 0.93 0.34 0.42
Asian or Asian British 0.38 -0.70 1.47 0.56 0.49
African or African British 0.61 -0.98 2.20 0.81 0.45
Other ethnicity 0.13 -0.89 1.16 0.52 0.80
Key worker -0.69 -0.88 -0.49 0.10 9.55e-12
Time difference: Lockdown to baseline 0.09 0.03 0.14 0.03 0.004
# A tibble: 18 x 6
   `Indepent variable`                   Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                                 <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                             "  5.49" "  4.47"     "  6.50"    0.52  4.74e-26 
 2 pcl.sum_score_prepan                  "  0.54" "  0.53"     "  0.56"    0.01  0.00e+00 
 3 Anxiety disorders                     " -0.38" " -1.33"     "  0.58"    0.49  0.44     
 4 Eating disorders                      " -0.11" " -1.94"     "  1.71"    0.93  0.90     
 5 OCDs                                  "  0.11" " -1.17"     "  1.39"    0.65  0.87     
 6 PTSD                                  "  0.40" " -1.10"     "  1.90"    0.77  0.60     
 7 Depressive disorders                  "  1.10" "  0.23"     "  1.97"    0.44  0.01     
 8 Bipolar disorders                     "  1.72" "  0.78"     "  2.66"    0.48  3.28e-04 
 9 Female                                "  0.57" "  0.32"     "  0.82"    0.13  1.09e-05 
10 Non-binary/Self-defined               "  0.77" "  0.05"     "  1.49"    0.37  0.04     
11 Age                                   "-73.48" "-83.85"     "-63.11"    5.29  1.73e-43 
12 Age^2                                 "  2.03" " -8.27"     " 12.33"    5.25  0.70     
13 Mixed or multiple ethnic origins      "  0.27" " -0.38"     "  0.93"    0.34  0.42     
14 Asian or Asian British                "  0.38" " -0.70"     "  1.47"    0.56  0.49     
15 African or African British            "  0.61" " -0.98"     "  2.20"    0.81  0.45     
16 Other ethnicity                       "  0.13" " -0.89"     "  1.16"    0.52  0.80     
17 Key worker                            " -0.69" " -0.88"     " -0.49"    0.10  9.55e-12 
18 Time difference: Lockdown to baseline "  0.09" "  0.03"     "  0.14"    0.03  0.004    
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

Model 2b: Overlapping disorders, Adjusted with age2

Model 0a + Gender_collapsed + age2 + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.15 5.34 6.97 0.41 1.99e-49
pcl.sum_score_prepan 0.51 0.50 0.53 0.01 0.00e+00
Depressive and anxiety disorder 0.66 0.04 1.28 0.32 0.04
Only depressive disorder -0.14 -0.81 0.54 0.34 0.69
Only anxiety disorder -0.67 -1.37 0.04 0.36 0.06
Eating disorders 0.43 0.13 0.73 0.15 0.005
OCDs 0.51 0.23 0.79 0.14 3.97e-04
Psychotic and bipolar disorder -0.18 -1.00 0.65 0.42 0.67
Only psychotic disorder 0.04 -0.65 0.72 0.35 0.92
Only bipolar disorder 0.50 0.08 0.91 0.21 0.02
PTSD 0.85 0.58 1.12 0.14 1.08e-09
ASD 0.39 -0.16 0.94 0.28 0.17
ADHD 0.10 -0.65 0.86 0.38 0.79
Personality disorder 0.88 0.51 1.26 0.19 3.70e-06
Female 0.46 0.20 0.71 0.13 4.05e-04
Non-binary/Self-defined 0.47 -0.24 1.19 0.36 0.19
Age -68.40 -78.82 -57.98 5.32 1.31e-37
Age2 5.77 -4.45 16.00 5.22 0.27
Mixed or multiple ethnic origins 0.23 -0.42 0.88 0.33 0.49
Asian or Asian British 0.52 -0.56 1.59 0.55 0.35
African or African British 0.74 -0.84 2.32 0.81 0.36
Other ethnicity 0.04 -0.96 1.04 0.51 0.94
Key worker -0.60 -0.79 -0.40 0.10 2.57e-09
Time difference: Lockdown to baseline 0.09 0.04 0.15 0.03 0.001
# A tibble: 24 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "  6.15" "  5.34"     "  6.97"    0.41  1.99e-49 
 2 pcl.sum_score_prepan            "  0.51" "  0.50"     "  0.53"    0.01  0.00e+00 
 3 Depressive and anxiety disorder "  0.66" "  0.04"     "  1.28"    0.32  0.04     
 4 Only depressive disorder        " -0.14" " -0.81"     "  0.54"    0.34  0.69     
 5 Only anxiety disorder           " -0.67" " -1.37"     "  0.04"    0.36  0.06     
 6 Eating disorders                "  0.43" "  0.13"     "  0.73"    0.15  0.005    
 7 OCDs                            "  0.51" "  0.23"     "  0.79"    0.14  3.97e-04 
 8 Psychotic and bipolar disorder  " -0.18" " -1.00"     "  0.65"    0.42  0.67     
 9 Only psychotic disorder         "  0.04" " -0.65"     "  0.72"    0.35  0.92     
10 Only bipolar disorder           "  0.50" "  0.08"     "  0.91"    0.21  0.02     
# … with 14 more rows
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

SENSITIVITY based on highest level of education

GAD prepan

Regression: Absolute scores

GAD baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.22 8.81 9.63 0.21 0.00e+00
Depressive and anxiety disorder 4.54 4.40 4.69 0.07 0.00e+00
Only depressive disorder 1.84 1.65 2.02 0.10 2.77e-82
Only anxiety disorder 3.06 2.83 3.30 0.12 4.07e-142
Eating disorders 0.92 0.69 1.16 0.12 1.57e-14
OCDs 1.43 1.20 1.66 0.12 8.75e-35
Psychotic and bipolar disorder 0.65 0.01 1.29 0.33 0.05
Only psychotic disorder 0.46 -0.09 1.02 0.28 0.10
Only bipolar disorder 0.62 0.27 0.96 0.18 4.39e-04
PTSD 1.53 1.32 1.74 0.11 1.00e-45
ASD 1.37 0.96 1.78 0.21 7.32e-11
ADHD 0.44 -0.10 0.99 0.28 0.11
Personality disorder 1.69 1.39 1.99 0.15 5.19e-28
Female 0.96 0.82 1.10 0.07 1.69e-42
Non-binary/Self-defined 0.70 0.16 1.25 0.28 0.01
19-25 years -1.18 -1.57 -0.79 0.20 4.49e-09
26-35 years -2.73 -3.10 -2.35 0.19 3.78e-46
36-45 years -3.44 -3.82 -3.06 0.19 2.72e-71
46-55 years -4.05 -4.42 -3.69 0.19 1.92e-104
56-65 years -4.95 -5.31 -4.59 0.18 2.15e-157
66-70 years -5.86 -6.26 -5.47 0.20 3.91e-186
71-75 years -6.06 -6.48 -5.65 0.21 4.41e-175
76+ years -5.96 -6.50 -5.41 0.28 7.07e-102
Mixed or multiple ethnic origins 0.11 -0.32 0.55 0.22 0.61
Asian or Asian British 0.15 -0.37 0.67 0.26 0.56
African or African British -0.24 -1.13 0.66 0.46 0.61
Other ethnicity 0.89 0.09 1.70 0.41 0.03
Key worker -0.30 -0.43 -0.17 0.06 3.16e-06
Time difference: Lockdown to baseline -0.26 -0.29 -0.23 0.01 6.51e-68
Highest education NVQ -0.44 -0.73 -0.16 0.15 0.002
Highest education A-Levels -0.56 -0.77 -0.35 0.11 1.69e-07
Highest education University -1.00 -1.18 -0.81 0.10 1.68e-25
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 9.22"  " 8.81"      " 9.63"     0.21  0.00e+00 
 2 Depressive and anxiety disorder " 4.54"  " 4.40"      " 4.69"     0.07  0.00e+00 
 3 Only depressive disorder        " 1.84"  " 1.65"      " 2.02"     0.10  2.77e-82 
 4 Only anxiety disorder           " 3.06"  " 2.83"      " 3.30"     0.12  4.07e-142
 5 Eating disorders                " 0.92"  " 0.69"      " 1.16"     0.12  1.57e-14 
 6 OCDs                            " 1.43"  " 1.20"      " 1.66"     0.12  8.75e-35 
 7 Psychotic and bipolar disorder  " 0.65"  " 0.01"      " 1.29"     0.33  0.05     
 8 Only psychotic disorder         " 0.46"  "-0.09"      " 1.02"     0.28  0.10     
 9 Only bipolar disorder           " 0.62"  " 0.27"      " 0.96"     0.18  4.39e-04 
10 PTSD                            " 1.53"  " 1.32"      " 1.74"     0.11  1.00e-45 
# … with 22 more rows
n R2 adjust. R2 F p value df
31331 0.22 0.22 1503.62 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31331 0.22  0.22         1503.62 0.00e+00      6

GAD retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 7.16 6.68 7.64 0.25 3.95e-183
gad.sum_score_retro 0.50 0.49 0.52 0.01 0.00e+00
Depressive and anxiety disorder 2.14 1.95 2.33 0.10 2.25e-108
Only depressive disorder 0.82 0.58 1.06 0.12 1.14e-11
Only anxiety disorder 1.66 1.38 1.93 0.14 2.69e-31
Eating disorders 0.53 0.27 0.79 0.13 5.45e-05
OCDs 0.59 0.34 0.84 0.13 4.37e-06
Psychotic and bipolar disorder 0.39 -0.33 1.11 0.37 0.29
Only psychotic disorder 0.23 -0.39 0.86 0.32 0.47
Only bipolar disorder 0.30 -0.09 0.69 0.20 0.13
PTSD 0.87 0.64 1.10 0.12 2.29e-13
ASD 0.81 0.36 1.27 0.23 4.67e-04
ADHD 0.25 -0.35 0.84 0.30 0.42
Personality disorder 0.90 0.57 1.24 0.17 1.29e-07
Female 0.72 0.54 0.90 0.09 1.64e-14
Non-binary/Self-defined -0.06 -0.67 0.55 0.31 0.84
19-25 years 0.15 -0.28 0.58 0.22 0.49
26-35 years -0.81 -1.23 -0.40 0.21 1.27e-04
36-45 years -1.39 -1.81 -0.97 0.21 7.98e-11
46-55 years -1.71 -2.11 -1.30 0.21 2.34e-16
56-65 years -2.07 -2.48 -1.67 0.21 2.12e-23
66-70 years -2.48 -2.96 -2.01 0.24 1.32e-24
71-75 years -2.84 -3.37 -2.31 0.27 2.20e-25
76+ years -3.01 -3.79 -2.22 0.40 6.10e-14
Mixed or multiple ethnic origins -0.29 -0.78 0.21 0.25 0.26
Asian or Asian British 0.11 -0.52 0.75 0.32 0.73
African or African British -0.19 -1.28 0.91 0.56 0.74
Other ethnicity 0.34 -0.54 1.21 0.45 0.45
Key worker 0.06 -0.09 0.21 0.08 0.45
Time difference: Lockdown to baseline -0.24 -0.27 -0.20 0.02 1.92e-42
Highest education NVQ -0.34 -0.72 0.03 0.19 0.07
Highest education A-Levels -0.52 -0.78 -0.26 0.13 8.89e-05
Highest education University -0.82 -1.06 -0.58 0.12 1.51e-11
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 7.16"  " 6.68"      " 7.64"     0.25  3.95e-183
 2 gad.sum_score_retro             " 0.50"  " 0.49"      " 0.52"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.14"  " 1.95"      " 2.33"     0.10  2.25e-108
 4 Only depressive disorder        " 0.82"  " 0.58"      " 1.06"     0.12  1.14e-11 
 5 Only anxiety disorder           " 1.66"  " 1.38"      " 1.93"     0.14  2.69e-31 
 6 Eating disorders                " 0.53"  " 0.27"      " 0.79"     0.13  5.45e-05 
 7 OCDs                            " 0.59"  " 0.34"      " 0.84"     0.13  4.37e-06 
 8 Psychotic and bipolar disorder  " 0.39"  "-0.33"      " 1.11"     0.37  0.29     
 9 Only psychotic disorder         " 0.23"  "-0.39"      " 0.86"     0.32  0.47     
10 Only bipolar disorder           " 0.30"  "-0.09"      " 0.69"     0.20  0.13     
# … with 23 more rows
n R2 adjust. R2 F p value df
23100 0.15 0.15 660.52 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23100 0.15  0.15         660.52 0.00e+00      6

GAD prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 4.15 3.11 5.18 0.53 5.09e-15
pcl.sum_score_prepan 0.36 0.35 0.38 0.01 0.00e+00
Depressive and anxiety disorder 0.93 0.29 1.57 0.33 0.004
Only depressive disorder -0.82 -1.51 -0.13 0.35 0.02
Only anxiety disorder 0.76 0.04 1.48 0.37 0.04
Eating disorders 0.79 0.48 1.11 0.16 7.01e-07
OCDs 0.84 0.55 1.14 0.15 1.69e-08
Psychotic and bipolar disorder -0.32 -1.17 0.53 0.43 0.46
Only psychotic disorder 0.09 -0.62 0.80 0.36 0.81
Only bipolar disorder 0.17 -0.25 0.60 0.22 0.42
PTSD 0.13 -0.15 0.41 0.14 0.36
ASD 0.79 0.22 1.36 0.29 0.007
ADHD -0.04 -0.81 0.73 0.39 0.92
Personality disorder 0.58 0.19 0.96 0.20 0.004
Female 0.54 0.28 0.80 0.13 5.09e-05
Non-binary/Self-defined 0.19 -0.54 0.92 0.37 0.61
19-25 years -0.05 -0.70 0.60 0.33 0.89
26-35 years -1.05 -1.68 -0.41 0.32 0.001
36-45 years -1.54 -2.18 -0.90 0.33 2.40e-06
46-55 years -1.96 -2.59 -1.33 0.32 1.42e-09
56-65 years -2.72 -3.37 -2.07 0.33 2.86e-16
66-70 years -3.42 -4.23 -2.61 0.41 1.35e-16
71-75 years -3.67 -4.63 -2.70 0.49 1.06e-13
76+ years -3.37 -4.96 -1.78 0.81 3.28e-05
Mixed or multiple ethnic origins 0.01 -0.65 0.67 0.34 0.98
Asian or Asian British -0.07 -1.17 1.03 0.56 0.90
African or African British -0.71 -2.38 0.96 0.85 0.40
Other ethnicity 0.86 -0.18 1.90 0.53 0.11
Key worker -0.25 -0.45 -0.05 0.10 0.02
Time difference: Lockdown to baseline 0.00 -0.06 0.06 0.03 0.94
Highest education NVQ -0.18 -0.66 0.30 0.24 0.47
Highest education A-Levels -0.90 -1.28 -0.51 0.20 5.33e-06
Highest education University -1.15 -1.51 -0.79 0.18 3.56e-10
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 4.15"  " 3.11"      " 5.18"     0.53  5.09e-15 
 2 pcl.sum_score_prepan            " 0.36"  " 0.35"      " 0.38"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.93"  " 0.29"      " 1.57"     0.33  0.004    
 4 Only depressive disorder        "-0.82"  "-1.51"      "-0.13"     0.35  0.02     
 5 Only anxiety disorder           " 0.76"  " 0.04"      " 1.48"     0.37  0.04     
 6 Eating disorders                " 0.79"  " 0.48"      " 1.11"     0.16  7.01e-07 
 7 OCDs                            " 0.84"  " 0.55"      " 1.14"     0.15  1.69e-08 
 8 Psychotic and bipolar disorder  "-0.32"  "-1.17"      " 0.53"     0.43  0.46     
 9 Only psychotic disorder         " 0.09"  "-0.62"      " 0.80"     0.36  0.81     
10 Only bipolar disorder           " 0.17"  "-0.25"      " 0.60"     0.22  0.42     
# … with 23 more rows
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

PHQ baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 12.69 12.23 13.15 0.24 0.00e+00
Depressive and anxiety disorder 5.51 5.34 5.67 0.08 0.00e+00
Only depressive disorder 3.43 3.22 3.64 0.11 1.56e-220
Only anxiety disorder 2.04 1.78 2.31 0.14 1.87e-51
Eating disorders 1.60 1.33 1.86 0.14 6.44e-32
OCDs 1.36 1.10 1.61 0.13 3.41e-25
Psychotic and bipolar disorder 0.45 -0.27 1.17 0.37 0.22
Only psychotic disorder 0.88 0.26 1.50 0.32 0.006
Only bipolar disorder 1.44 1.06 1.83 0.20 3.17e-13
PTSD 2.06 1.82 2.29 0.12 1.51e-64
ASD 1.55 1.08 2.01 0.24 6.89e-11
ADHD 1.02 0.40 1.63 0.31 0.001
Personality disorder 2.86 2.52 3.20 0.17 1.46e-60
Female 0.85 0.70 1.01 0.08 6.80e-27
Non-binary/Self-defined 1.38 0.77 1.99 0.31 1.03e-05
19-25 years -2.98 -3.42 -2.54 0.23 1.84e-39
26-35 years -5.03 -5.45 -4.60 0.22 1.16e-119
36-45 years -5.69 -6.12 -5.27 0.22 1.42e-150
46-55 years -6.12 -6.53 -5.71 0.21 4.66e-185
56-65 years -7.21 -7.62 -6.81 0.21 6.22e-260
66-70 years -8.41 -8.85 -7.97 0.23 1.13e-297
71-75 years -8.54 -9.01 -8.07 0.24 3.15e-270
76+ years -8.40 -9.01 -7.79 0.31 1.67e-157
Mixed or multiple ethnic origins 0.38 -0.10 0.87 0.25 0.12
Asian or Asian British 0.34 -0.25 0.92 0.30 0.26
African or African British 0.19 -0.82 1.19 0.52 0.72
Other ethnicity 0.71 -0.20 1.63 0.47 0.13
Key worker -0.60 -0.74 -0.45 0.07 1.92e-16
Time difference: Lockdown to baseline -0.24 -0.27 -0.21 0.02 8.72e-47
Highest education NVQ -0.70 -1.02 -0.38 0.16 2.00e-05
Highest education A-Levels -0.62 -0.86 -0.39 0.12 2.14e-07
Highest education University -1.44 -1.65 -1.23 0.11 7.56e-41
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "12.69"  "12.23"      "13.15"     0.24  0.00e+00 
 2 Depressive and anxiety disorder " 5.51"  " 5.34"      " 5.67"     0.08  0.00e+00 
 3 Only depressive disorder        " 3.43"  " 3.22"      " 3.64"     0.11  1.56e-220
 4 Only anxiety disorder           " 2.04"  " 1.78"      " 2.31"     0.14  1.87e-51 
 5 Eating disorders                " 1.60"  " 1.33"      " 1.86"     0.14  6.44e-32 
 6 OCDs                            " 1.36"  " 1.10"      " 1.61"     0.13  3.41e-25 
 7 Psychotic and bipolar disorder  " 0.45"  "-0.27"      " 1.17"     0.37  0.22     
 8 Only psychotic disorder         " 0.88"  " 0.26"      " 1.50"     0.32  0.006    
 9 Only bipolar disorder           " 1.44"  " 1.06"      " 1.83"     0.20  3.17e-13 
10 PTSD                            " 2.06"  " 1.82"      " 2.29"     0.12  1.51e-64 
# … with 22 more rows
n R2 adjust. R2 F p value df
31315 0.26 0.26 1846.76 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31315 0.26  0.26         1846.76 0.00e+00      6

PHQ retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.41 8.93 9.90 0.25 5.85e-303
phq.sum_score_retro 0.57 0.56 0.59 0.01 0.00e+00
Depressive and anxiety disorder 2.27 2.07 2.46 0.10 1.05e-113
Only depressive disorder 1.45 1.20 1.69 0.12 1.31e-31
Only anxiety disorder 0.81 0.52 1.10 0.15 3.99e-08
Eating disorders 0.84 0.57 1.11 0.14 8.54e-10
OCDs 0.54 0.28 0.80 0.13 4.81e-05
Psychotic and bipolar disorder -0.28 -1.02 0.46 0.38 0.45
Only psychotic disorder 0.00 -0.65 0.64 0.33 1.00
Only bipolar disorder 0.69 0.29 1.09 0.21 8.01e-04
PTSD 1.10 0.86 1.35 0.12 5.60e-19
ASD 0.79 0.32 1.25 0.24 9.65e-04
ADHD 0.51 -0.10 1.13 0.32 0.10
Personality disorder 1.28 0.93 1.62 0.18 6.40e-13
Female 0.65 0.46 0.84 0.09 7.39e-12
Non-binary/Self-defined 0.51 -0.12 1.13 0.32 0.11
19-25 years -1.19 -1.63 -0.76 0.22 8.52e-08
26-35 years -2.42 -2.84 -1.99 0.21 2.73e-29
36-45 years -2.91 -3.33 -2.48 0.22 1.62e-40
46-55 years -3.04 -3.45 -2.62 0.21 9.75e-47
56-65 years -3.43 -3.84 -3.02 0.21 5.95e-59
66-70 years -3.98 -4.46 -3.50 0.25 1.30e-58
71-75 years -4.00 -4.54 -3.45 0.28 3.01e-46
76+ years -4.19 -4.99 -3.40 0.41 5.16e-25
Mixed or multiple ethnic origins 0.10 -0.41 0.61 0.26 0.70
Asian or Asian British 0.18 -0.46 0.82 0.33 0.59
African or African British -0.02 -1.10 1.05 0.55 0.96
Other ethnicity -0.20 -1.10 0.70 0.46 0.67
Key worker -0.06 -0.21 0.10 0.08 0.47
Time difference: Lockdown to baseline -0.23 -0.27 -0.20 0.02 9.54e-40
Highest education NVQ -0.69 -1.07 -0.30 0.20 5.11e-04
Highest education A-Levels -0.69 -0.96 -0.42 0.14 6.34e-07
Highest education University -1.24 -1.48 -0.99 0.13 2.60e-22
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 9.41"  " 8.93"      " 9.90"     0.25  5.85e-303
 2 phq.sum_score_retro             " 0.57"  " 0.56"      " 0.59"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.27"  " 2.07"      " 2.46"     0.10  1.05e-113
 4 Only depressive disorder        " 1.45"  " 1.20"      " 1.69"     0.12  1.31e-31 
 5 Only anxiety disorder           " 0.81"  " 0.52"      " 1.10"     0.15  3.99e-08 
 6 Eating disorders                " 0.84"  " 0.57"      " 1.11"     0.14  8.54e-10 
 7 OCDs                            " 0.54"  " 0.28"      " 0.80"     0.13  4.81e-05 
 8 Psychotic and bipolar disorder  "-0.28"  "-1.02"      " 0.46"     0.38  0.45     
 9 Only psychotic disorder         " 0.00"  "-0.65"      " 0.64"     0.33  1.00     
10 Only bipolar disorder           " 0.69"  " 0.29"      " 1.09"     0.21  8.01e-04 
# … with 23 more rows
n R2 adjust. R2 F p value df
23090 0.18 0.18 844.05 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23090 0.18  0.18         844.05 0.00e+00      6

PHQ prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.49 5.33 7.64 0.59 5.98e-28
pcl.sum_score_prepan 0.43 0.41 0.45 0.01 0.00e+00
Depressive and anxiety disorder 1.17 0.45 1.88 0.36 0.001
Only depressive disorder 1.01 0.23 1.78 0.39 0.01
Only anxiety disorder -1.07 -1.88 -0.26 0.41 0.009
Eating disorders 1.41 1.06 1.76 0.18 2.74e-15
OCDs 0.71 0.38 1.03 0.17 2.21e-05
Psychotic and bipolar disorder -0.58 -1.53 0.37 0.48 0.23
Only psychotic disorder 0.38 -0.41 1.18 0.41 0.34
Only bipolar disorder 0.76 0.28 1.23 0.24 0.002
PTSD 0.18 -0.14 0.49 0.16 0.27
ASD 0.74 0.10 1.38 0.33 0.02
ADHD 0.14 -0.72 1.00 0.44 0.75
Personality disorder 1.37 0.94 1.80 0.22 5.67e-10
Female 0.12 -0.17 0.41 0.15 0.42
Non-binary/Self-defined 0.54 -0.28 1.35 0.42 0.20
19-25 years -1.07 -1.80 -0.35 0.37 0.004
26-35 years -2.39 -3.10 -1.69 0.36 3.41e-11
36-45 years -2.84 -3.55 -2.12 0.36 8.18e-15
46-55 years -2.99 -3.70 -2.29 0.36 1.24e-16
56-65 years -3.86 -4.58 -3.13 0.37 2.62e-25
66-70 years -5.30 -6.21 -4.40 0.46 1.73e-30
71-75 years -5.62 -6.69 -4.54 0.55 1.79e-24
76+ years -5.05 -6.84 -3.26 0.91 3.44e-08
Mixed or multiple ethnic origins 0.37 -0.37 1.10 0.38 0.33
Asian or Asian British -0.06 -1.29 1.16 0.62 0.92
African or African British -0.34 -2.20 1.53 0.95 0.72
Other ethnicity 0.36 -0.80 1.52 0.59 0.55
Key worker -0.72 -0.94 -0.49 0.11 3.85e-10
Time difference: Lockdown to baseline 0.05 -0.02 0.11 0.03 0.16
Highest education NVQ -0.24 -0.78 0.29 0.27 0.38
Highest education A-Levels -0.96 -1.39 -0.53 0.22 1.31e-05
Highest education University -1.56 -1.96 -1.16 0.20 2.48e-14
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 6.49"  " 5.33"      " 7.64"     0.59  5.98e-28 
 2 pcl.sum_score_prepan            " 0.43"  " 0.41"      " 0.45"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 1.17"  " 0.45"      " 1.88"     0.36  0.001    
 4 Only depressive disorder        " 1.01"  " 0.23"      " 1.78"     0.39  0.01     
 5 Only anxiety disorder           "-1.07"  "-1.88"      "-0.26"     0.41  0.009    
 6 Eating disorders                " 1.41"  " 1.06"      " 1.76"     0.18  2.74e-15 
 7 OCDs                            " 0.71"  " 0.38"      " 1.03"     0.17  2.21e-05 
 8 Psychotic and bipolar disorder  "-0.58"  "-1.53"      " 0.37"     0.48  0.23     
 9 Only psychotic disorder         " 0.38"  "-0.41"      " 1.18"     0.41  0.34     
10 Only bipolar disorder           " 0.76"  " 0.28"      " 1.23"     0.24  0.002    
# … with 23 more rows
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

OCIR baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 25.10 23.19 27.01 0.97 1.28e-137
Depressive and anxiety disorder 3.13 2.23 4.04 0.46 1.22e-11
Only depressive disorder 0.37 -0.84 1.58 0.62 0.55
Only anxiety disorder 0.83 -0.42 2.07 0.64 0.19
Eating disorders 0.37 -0.70 1.44 0.54 0.50
OCDs 7.04 6.10 7.98 0.48 7.00e-48
Psychotic and bipolar disorder 7.02 4.44 9.60 1.32 9.88e-08
Only psychotic disorder 4.28 1.98 6.58 1.17 2.66e-04
Only bipolar disorder 2.84 1.18 4.50 0.85 7.90e-04
PTSD 2.09 1.16 3.03 0.48 1.16e-05
ASD 7.49 5.77 9.20 0.87 1.29e-17
ADHD 2.38 0.04 4.72 1.19 0.05
Personality disorder 2.85 1.57 4.12 0.65 1.25e-05
Female -0.90 -1.82 0.03 0.47 0.06
Non-binary/Self-defined -1.06 -3.56 1.44 1.27 0.41
19-25 years -4.83 -6.55 -3.12 0.87 3.49e-08
26-35 years -6.35 -8.02 -4.69 0.85 9.38e-14
36-45 years -6.48 -8.20 -4.77 0.87 1.44e-13
46-55 years -6.63 -8.25 -5.02 0.82 1.05e-15
56-65 years -7.68 -9.27 -6.09 0.81 4.54e-21
66-70 years -7.66 -9.63 -5.69 1.00 2.64e-14
71-75 years -8.68 -10.95 -6.40 1.16 8.44e-14
76+ years -10.24 -14.09 -6.38 1.96 1.98e-07
Mixed or multiple ethnic origins 0.66 -1.53 2.86 1.12 0.56
Asian or Asian British 5.42 2.56 8.28 1.46 2.08e-04
African or African British 4.17 -0.92 9.25 2.59 0.11
Other ethnicity 1.78 -1.52 5.07 1.68 0.29
Key worker -0.81 -1.51 -0.10 0.36 0.02
Time difference: Lockdown to baseline -0.44 -0.59 -0.29 0.08 2.61e-08
Highest education NVQ -1.04 -2.96 0.89 0.98 0.29
Highest education A-Levels -2.05 -3.15 -0.96 0.56 2.48e-04
Highest education University -3.16 -4.18 -2.14 0.52 1.43e-09
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 25.10" " 23.19"     "27.01"     0.97  1.28e-137
 2 Depressive and anxiety disorder "  3.13" "  2.23"     " 4.04"     0.46  1.22e-11 
 3 Only depressive disorder        "  0.37" " -0.84"     " 1.58"     0.62  0.55     
 4 Only anxiety disorder           "  0.83" " -0.42"     " 2.07"     0.64  0.19     
 5 Eating disorders                "  0.37" " -0.70"     " 1.44"     0.54  0.50     
 6 OCDs                            "  7.04" "  6.10"     " 7.98"     0.48  7.00e-48 
 7 Psychotic and bipolar disorder  "  7.02" "  4.44"     " 9.60"     1.32  9.88e-08 
 8 Only psychotic disorder         "  4.28" "  1.98"     " 6.58"     1.17  2.66e-04 
 9 Only bipolar disorder           "  2.84" "  1.18"     " 4.50"     0.85  7.90e-04 
10 PTSD                            "  2.09" "  1.16"     " 3.03"     0.48  1.16e-05 
# … with 22 more rows
n R2 adjust. R2 F p value df
5187 0.06 0.06 52.91 1.40e-63 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5187  0.06  0.06         52.91 1.40e-63      6

OCIR retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 18.69 17.06 20.33 0.83 5.27e-105
ocir.sum_score_retro 0.74 0.72 0.77 0.01 0.00e+00
Depressive and anxiety disorder -1.21 -1.94 -0.47 0.38 0.001
Only depressive disorder -0.92 -1.91 0.07 0.50 0.07
Only anxiety disorder -0.39 -1.41 0.62 0.52 0.45
Eating disorders -0.12 -0.96 0.71 0.42 0.77
OCDs 2.16 1.42 2.90 0.38 1.15e-08
Psychotic and bipolar disorder 4.16 2.15 6.17 1.02 4.97e-05
Only psychotic disorder 1.50 -0.26 3.27 0.90 0.10
Only bipolar disorder 0.45 -0.79 1.69 0.63 0.48
PTSD 0.63 -0.09 1.35 0.37 0.09
ASD 2.45 1.09 3.81 0.69 4.17e-04
ADHD 1.75 -0.12 3.63 0.96 0.07
Personality disorder 0.66 -0.32 1.63 0.50 0.19
Female 0.09 -0.64 0.82 0.37 0.82
Non-binary/Self-defined -0.60 -2.56 1.36 1.00 0.55
19-25 years -4.29 -5.74 -2.84 0.74 7.54e-09
26-35 years -4.42 -5.83 -3.01 0.72 8.30e-10
36-45 years -4.22 -5.66 -2.79 0.73 8.12e-09
46-55 years -4.18 -5.55 -2.81 0.70 2.39e-09
56-65 years -3.43 -4.78 -2.07 0.69 7.86e-07
66-70 years -3.12 -4.77 -1.47 0.84 2.10e-04
71-75 years -3.42 -5.32 -1.51 0.97 4.39e-04
76+ years -6.26 -9.79 -2.73 1.80 5.19e-04
Mixed or multiple ethnic origins 1.11 -0.58 2.81 0.86 0.20
Asian or Asian British 3.61 1.15 6.06 1.25 0.004
African or African British 1.10 -2.97 5.18 2.08 0.60
Other ethnicity -0.10 -2.59 2.40 1.27 0.94
Key worker -0.34 -0.89 0.21 0.28 0.22
Time difference: Lockdown to baseline -1.34 -1.46 -1.21 0.06 8.53e-97
Highest education NVQ -3.74 -5.16 -2.31 0.73 2.93e-07
Highest education A-Levels -1.91 -2.79 -1.03 0.45 2.02e-05
Highest education University -1.39 -2.20 -0.58 0.41 8.07e-04
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "18.69"  "17.06"      "20.33"     0.83  5.27e-105
 2 ocir.sum_score_retro            " 0.74"  " 0.72"      " 0.77"     0.01  0.00e+00 
 3 Depressive and anxiety disorder "-1.21"  "-1.94"      "-0.47"     0.38  0.001    
 4 Only depressive disorder        "-0.92"  "-1.91"      " 0.07"     0.50  0.07     
 5 Only anxiety disorder           "-0.39"  "-1.41"      " 0.62"     0.52  0.45     
 6 Eating disorders                "-0.12"  "-0.96"      " 0.71"     0.42  0.77     
 7 OCDs                            " 2.16"  " 1.42"      " 2.90"     0.38  1.15e-08 
 8 Psychotic and bipolar disorder  " 4.16"  " 2.15"      " 6.17"     1.02  4.97e-05 
 9 Only psychotic disorder         " 1.50"  "-0.26"      " 3.27"     0.90  0.10     
10 Only bipolar disorder           " 0.45"  "-0.79"      " 1.69"     0.63  0.48     
# … with 23 more rows
n R2 adjust. R2 F p value df
5094 0.06 0.06 51.24 1.63e-61 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5094  0.06  0.06         51.24 1.63e-61      6

OCIR prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.88 3.59 16.18 3.21 0.002
pcl.sum_score_prepan 0.61 0.51 0.70 0.05 4.70e-35
Depressive and anxiety disorder -4.65 -9.00 -0.30 2.22 0.04
Only depressive disorder -5.24 -9.97 -0.52 2.41 0.03
Only anxiety disorder -6.10 -10.81 -1.39 2.40 0.01
Eating disorders 0.54 -0.99 2.07 0.78 0.49
OCDs 7.17 5.85 8.49 0.67 1.05e-25
Psychotic and bipolar disorder 6.00 1.88 10.11 2.10 0.004
Only psychotic disorder 1.33 -1.73 4.40 1.56 0.39
Only bipolar disorder 1.86 -0.34 4.06 1.12 0.10
PTSD -0.22 -1.55 1.11 0.68 0.74
ASD 4.61 1.75 7.46 1.46 0.002
ADHD 0.30 -3.96 4.57 2.17 0.89
Personality disorder 1.57 -0.17 3.30 0.88 0.08
Female -0.12 -1.66 1.42 0.79 0.88
Non-binary/Self-defined 1.44 -2.20 5.08 1.86 0.44
19-25 years -0.55 -4.44 3.34 1.98 0.78
26-35 years -1.14 -4.97 2.68 1.95 0.56
36-45 years -1.98 -5.84 1.89 1.97 0.32
46-55 years -0.81 -4.62 2.99 1.94 0.67
56-65 years -2.48 -6.38 1.42 1.99 0.21
66-70 years -1.53 -6.51 3.45 2.54 0.55
71-75 years -3.14 -9.26 2.99 3.12 0.32
76+ years 0.11 -11.23 11.45 5.78 0.98
Mixed or multiple ethnic origins 1.46 -1.86 4.77 1.69 0.39
Asian or Asian British 6.57 -1.05 14.19 3.89 0.09
African or African British 7.44 -2.13 17.01 4.88 0.13
Other ethnicity 2.22 -2.29 6.73 2.30 0.34
Key worker -0.75 -1.85 0.35 0.56 0.18
Time difference: Lockdown to baseline 0.28 -0.05 0.60 0.16 0.09
Highest education NVQ 0.78 -1.71 3.27 1.27 0.54
Highest education A-Levels -1.87 -3.84 0.09 1.00 0.06
Highest education University -2.69 -4.54 -0.85 0.94 0.004
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 9.88"  "  3.59"     "16.18"     3.21  0.002    
 2 pcl.sum_score_prepan            " 0.61"  "  0.51"     " 0.70"     0.05  4.70e-35 
 3 Depressive and anxiety disorder "-4.65"  " -9.00"     "-0.30"     2.22  0.04     
 4 Only depressive disorder        "-5.24"  " -9.97"     "-0.52"     2.41  0.03     
 5 Only anxiety disorder           "-6.10"  "-10.81"     "-1.39"     2.40  0.01     
 6 Eating disorders                " 0.54"  " -0.99"     " 2.07"     0.78  0.49     
 7 OCDs                            " 7.17"  "  5.85"     " 8.49"     0.67  1.05e-25 
 8 Psychotic and bipolar disorder  " 6.00"  "  1.88"     "10.11"     2.10  0.004    
 9 Only psychotic disorder         " 1.33"  " -1.73"     " 4.40"     1.56  0.39     
10 Only bipolar disorder           " 1.86"  " -0.34"     " 4.06"     1.12  0.10     
# … with 23 more rows
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

PCL baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 13.97 13.56 14.38 0.21 0.00e+00
Depressive and anxiety disorder 5.16 5.02 5.31 0.07 0.00e+00
Only depressive disorder 2.65 2.46 2.83 0.09 4.29e-171
Only anxiety disorder 2.44 2.20 2.67 0.12 7.92e-93
Eating disorders 0.91 0.68 1.15 0.12 1.73e-14
OCDs 1.24 1.02 1.47 0.11 2.75e-27
Psychotic and bipolar disorder 1.30 0.67 1.94 0.32 5.57e-05
Only psychotic disorder 0.77 0.22 1.31 0.28 0.006
Only bipolar disorder 1.23 0.89 1.57 0.17 1.82e-12
PTSD 2.83 2.62 3.04 0.11 3.74e-154
ASD 1.09 0.68 1.50 0.21 1.80e-07
ADHD 0.55 0.01 1.10 0.28 0.04
Personality disorder 2.43 2.13 2.73 0.15 5.77e-57
Female 0.71 0.57 0.84 0.07 3.26e-24
Non-binary/Self-defined 1.24 0.70 1.78 0.27 6.00e-06
19-25 years -1.67 -2.05 -1.28 0.20 5.73e-17
26-35 years -3.36 -3.73 -2.99 0.19 2.22e-70
36-45 years -3.99 -4.37 -3.62 0.19 4.00e-97
46-55 years -4.34 -4.70 -3.98 0.18 3.74e-122
56-65 years -5.13 -5.49 -4.78 0.18 8.54e-173
66-70 years -5.84 -6.23 -5.46 0.20 8.64e-189
71-75 years -5.99 -6.40 -5.57 0.21 2.20e-174
76+ years -5.78 -6.32 -5.25 0.27 3.66e-98
Mixed or multiple ethnic origins 0.57 0.14 1.00 0.22 0.009
Asian or Asian British 0.69 0.18 1.20 0.26 0.008
African or African British 0.90 0.02 1.79 0.45 0.05
Other ethnicity 0.55 -0.25 1.35 0.41 0.18
Key worker -0.50 -0.62 -0.37 0.06 5.68e-15
Time difference: Lockdown to baseline -0.04 -0.06 -0.01 0.01 0.01
Highest education NVQ -0.15 -0.44 0.13 0.14 0.28
Highest education A-Levels -0.32 -0.52 -0.11 0.11 0.003
Highest education University -0.71 -0.90 -0.53 0.09 4.72e-14
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "13.97"  "13.56"      "14.38"     0.21  0.00e+00 
 2 Depressive and anxiety disorder " 5.16"  " 5.02"      " 5.31"     0.07  0.00e+00 
 3 Only depressive disorder        " 2.65"  " 2.46"      " 2.83"     0.09  4.29e-171
 4 Only anxiety disorder           " 2.44"  " 2.20"      " 2.67"     0.12  7.92e-93 
 5 Eating disorders                " 0.91"  " 0.68"      " 1.15"     0.12  1.73e-14 
 6 OCDs                            " 1.24"  " 1.02"      " 1.47"     0.11  2.75e-27 
 7 Psychotic and bipolar disorder  " 1.30"  " 0.67"      " 1.94"     0.32  5.57e-05 
 8 Only psychotic disorder         " 0.77"  " 0.22"      " 1.31"     0.28  0.006    
 9 Only bipolar disorder           " 1.23"  " 0.89"      " 1.57"     0.17  1.82e-12 
10 PTSD                            " 2.83"  " 2.62"      " 3.04"     0.11  3.74e-154
# … with 22 more rows
n R2 adjust. R2 F p value df
31227 0.28 0.28 1988.78 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31227 0.28  0.28         1988.78 0.00e+00      6

#PCL prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 8.39 7.36 9.41 0.52 2.65e-57
pcl.sum_score_prepan 0.50 0.49 0.52 0.01 0.00e+00
Depressive and anxiety disorder 0.65 0.02 1.28 0.32 0.04
Only depressive disorder -0.17 -0.86 0.51 0.35 0.62
Only anxiety disorder -0.66 -1.37 0.06 0.36 0.07
Eating disorders 0.50 0.19 0.81 0.16 0.001
OCDs 0.49 0.20 0.78 0.15 8.84e-04
Psychotic and bipolar disorder -0.19 -1.02 0.65 0.43 0.66
Only psychotic disorder 0.00 -0.70 0.71 0.36 0.99
Only bipolar disorder 0.57 0.15 0.99 0.21 0.008
PTSD 0.82 0.54 1.09 0.14 7.89e-09
ASD 0.34 -0.22 0.91 0.29 0.23
ADHD 0.16 -0.61 0.93 0.39 0.68
Personality disorder 0.90 0.52 1.28 0.19 4.10e-06
Female 0.44 0.18 0.69 0.13 8.55e-04
Non-binary/Self-defined 0.45 -0.27 1.17 0.37 0.22
19-25 years -0.13 -0.77 0.51 0.33 0.70
26-35 years -1.02 -1.65 -0.40 0.32 0.001
36-45 years -1.56 -2.19 -0.93 0.32 1.33e-06
46-55 years -1.69 -2.32 -1.07 0.32 1.17e-07
56-65 years -1.98 -2.62 -1.34 0.33 1.53e-09
66-70 years -2.83 -3.63 -2.03 0.41 4.40e-12
71-75 years -3.34 -4.29 -2.38 0.49 7.28e-12
76+ years -3.12 -4.68 -1.56 0.80 9.18e-05
Mixed or multiple ethnic origins 0.34 -0.31 0.99 0.33 0.31
Asian or Asian British 0.47 -0.62 1.56 0.56 0.40
African or African British 0.67 -0.97 2.31 0.84 0.42
Other ethnicity -0.04 -1.06 0.99 0.52 0.94
Key worker -0.53 -0.73 -0.33 0.10 1.47e-07
Time difference: Lockdown to baseline 0.09 0.03 0.15 0.03 0.003
Highest education NVQ -0.06 -0.53 0.41 0.24 0.80
Highest education A-Levels -0.64 -1.02 -0.26 0.19 9.46e-04
Highest education University -0.79 -1.14 -0.44 0.18 1.19e-05
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 8.39"  " 7.36"      " 9.41"     0.52  2.65e-57 
 2 pcl.sum_score_prepan            " 0.50"  " 0.49"      " 0.52"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.65"  " 0.02"      " 1.28"     0.32  0.04     
 4 Only depressive disorder        "-0.17"  "-0.86"      " 0.51"     0.35  0.62     
 5 Only anxiety disorder           "-0.66"  "-1.37"      " 0.06"     0.36  0.07     
 6 Eating disorders                " 0.50"  " 0.19"      " 0.81"     0.16  0.001    
 7 OCDs                            " 0.49"  " 0.20"      " 0.78"     0.15  8.84e-04 
 8 Psychotic and bipolar disorder  "-0.19"  "-1.02"      " 0.65"     0.43  0.66     
 9 Only psychotic disorder         " 0.00"  "-0.70"      " 0.71"     0.36  0.99     
10 Only bipolar disorder           " 0.57"  " 0.15"      " 0.99"     0.21  0.008    
# … with 23 more rows
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

Sensitivity anlayses based on employment prior to covid

Function change to include employment prior to covid as predictors

GAD baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 8.52 8.09 8.95 0.22 1.28e-322
Depressive and anxiety disorder 4.40 4.25 4.54 0.07 0.00e+00
Only depressive disorder 1.76 1.57 1.94 0.09 1.08e-78
Only anxiety disorder 3.01 2.77 3.24 0.12 2.94e-142
Eating disorders 0.97 0.73 1.21 0.12 2.39e-15
OCDs 1.36 1.13 1.59 0.12 6.38e-31
Psychotic and bipolar disorder 0.98 0.32 1.65 0.34 0.004
Only psychotic disorder 0.22 -0.35 0.78 0.29 0.45
Only bipolar disorder 0.47 0.11 0.83 0.18 0.010
PTSD 1.44 1.23 1.66 0.11 5.96e-39
ASD 1.26 0.84 1.69 0.22 5.57e-09
ADHD 0.42 -0.14 0.98 0.28 0.14
Personality disorder 1.43 1.11 1.75 0.16 1.94e-18
Female 0.93 0.79 1.06 0.07 2.32e-41
Non-binary/Self-defined 0.70 0.16 1.25 0.28 0.01
19-25 years -1.53 -1.91 -1.14 0.20 5.23e-15
26-35 years -3.09 -3.47 -2.71 0.19 5.95e-57
36-45 years -3.87 -4.25 -3.48 0.20 9.47e-85
46-55 years -4.39 -4.77 -4.01 0.19 1.55e-112
56-65 years -5.08 -5.47 -4.70 0.20 5.07e-146
66-70 years -5.69 -6.13 -5.26 0.22 5.42e-144
71-75 years -5.90 -6.36 -5.44 0.23 5.86e-139
76+ years -5.78 -6.33 -5.22 0.28 8.00e-92
Mixed or multiple ethnic origins 0.16 -0.27 0.59 0.22 0.47
Asian or Asian British 0.05 -0.46 0.56 0.26 0.85
African or African British -0.20 -1.10 0.70 0.46 0.67
Other ethnicity 0.69 -0.11 1.49 0.41 0.09
Key worker 0.04 -0.10 0.18 0.07 0.59
Time difference: Lockdown to baseline -0.25 -0.28 -0.22 0.01 4.65e-67
Unemployed 1.79 1.53 2.06 0.13 4.97e-41
Student 0.59 0.27 0.91 0.16 3.00e-04
Retired -0.21 -0.42 0.00 0.11 0.05
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 8.52"  " 8.09"      " 8.95"     0.22  1.28e-322
 2 Depressive and anxiety disorder " 4.40"  " 4.25"      " 4.54"     0.07  0.00e+00 
 3 Only depressive disorder        " 1.76"  " 1.57"      " 1.94"     0.09  1.08e-78 
 4 Only anxiety disorder           " 3.01"  " 2.77"      " 3.24"     0.12  2.94e-142
 5 Eating disorders                " 0.97"  " 0.73"      " 1.21"     0.12  2.39e-15 
 6 OCDs                            " 1.36"  " 1.13"      " 1.59"     0.12  6.38e-31 
 7 Psychotic and bipolar disorder  " 0.98"  " 0.32"      " 1.65"     0.34  0.004    
 8 Only psychotic disorder         " 0.22"  "-0.35"      " 0.78"     0.29  0.45     
 9 Only bipolar disorder           " 0.47"  " 0.11"      " 0.83"     0.18  0.010    
10 PTSD                            " 1.44"  " 1.23"      " 1.66"     0.11  5.96e-39 
# … with 22 more rows
n R2 adjust. R2 F p value df
31331 0.22 0.22 1503.62 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31331 0.22  0.22         1503.62 0.00e+00      6

GAD retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 6.59 6.09 7.08 0.25 1.24e-145
gad.sum_score_retro 0.51 0.49 0.53 0.01 0.00e+00
Depressive and anxiety disorder 2.05 1.86 2.24 0.10 8.50e-101
Only depressive disorder 0.79 0.55 1.02 0.12 4.67e-11
Only anxiety disorder 1.62 1.34 1.90 0.14 1.60e-30
Eating disorders 0.58 0.32 0.85 0.14 1.82e-05
OCDs 0.61 0.36 0.87 0.13 2.88e-06
Psychotic and bipolar disorder 0.72 -0.03 1.46 0.38 0.06
Only psychotic disorder 0.04 -0.61 0.69 0.33 0.90
Only bipolar disorder 0.28 -0.13 0.68 0.21 0.18
PTSD 0.90 0.66 1.14 0.12 2.85e-13
ASD 0.75 0.28 1.22 0.24 0.002
ADHD 0.25 -0.37 0.86 0.32 0.44
Personality disorder 0.78 0.42 1.14 0.18 2.12e-05
Female 0.66 0.48 0.85 0.09 1.14e-12
Non-binary/Self-defined -0.10 -0.71 0.52 0.32 0.76
19-25 years -0.15 -0.57 0.26 0.21 0.47
26-35 years -1.10 -1.52 -0.68 0.21 2.45e-07
36-45 years -1.73 -2.16 -1.30 0.22 2.27e-15
46-55 years -1.96 -2.38 -1.53 0.22 1.31e-19
56-65 years -2.22 -2.65 -1.79 0.22 1.30e-23
66-70 years -2.46 -2.99 -1.94 0.27 5.77e-20
71-75 years -2.87 -3.45 -2.29 0.30 2.78e-22
76+ years -2.91 -3.71 -2.11 0.41 8.79e-13
Mixed or multiple ethnic origins -0.28 -0.77 0.21 0.25 0.27
Asian or Asian British 0.01 -0.62 0.64 0.32 0.98
African or African British -0.22 -1.32 0.88 0.56 0.70
Other ethnicity 0.21 -0.69 1.10 0.46 0.65
Key worker 0.30 0.13 0.47 0.09 5.16e-04
Time difference: Lockdown to baseline -0.24 -0.27 -0.20 0.02 7.40e-42
Unemployed 0.80 0.49 1.10 0.16 3.15e-07
Student 0.46 0.11 0.81 0.18 0.01
Retired -0.03 -0.31 0.25 0.14 0.81
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 6.59"  " 6.09"      " 7.08"     0.25  1.24e-145
 2 gad.sum_score_retro             " 0.51"  " 0.49"      " 0.53"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.05"  " 1.86"      " 2.24"     0.10  8.50e-101
 4 Only depressive disorder        " 0.79"  " 0.55"      " 1.02"     0.12  4.67e-11 
 5 Only anxiety disorder           " 1.62"  " 1.34"      " 1.90"     0.14  1.60e-30 
 6 Eating disorders                " 0.58"  " 0.32"      " 0.85"     0.14  1.82e-05 
 7 OCDs                            " 0.61"  " 0.36"      " 0.87"     0.13  2.88e-06 
 8 Psychotic and bipolar disorder  " 0.72"  "-0.03"      " 1.46"     0.38  0.06     
 9 Only psychotic disorder         " 0.04"  "-0.61"      " 0.69"     0.33  0.90     
10 Only bipolar disorder           " 0.28"  "-0.13"      " 0.68"     0.21  0.18     
# … with 23 more rows
n R2 adjust. R2 F p value df
23100 0.15 0.15 660.52 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23100 0.15  0.15         660.52 0.00e+00      6

GAD prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.30 2.28 4.33 0.52 2.83e-10
pcl.sum_score_prepan 0.36 0.35 0.38 0.01 0.00e+00
Depressive and anxiety disorder 0.84 0.20 1.48 0.33 0.010
Only depressive disorder -0.83 -1.51 -0.14 0.35 0.02
Only anxiety disorder 0.72 0.00 1.44 0.37 0.05
Eating disorders 0.85 0.53 1.17 0.16 2.50e-07
OCDs 0.82 0.51 1.12 0.15 1.11e-07
Psychotic and bipolar disorder -0.24 -1.14 0.66 0.46 0.60
Only psychotic disorder -0.13 -0.87 0.61 0.38 0.73
Only bipolar disorder 0.09 -0.36 0.53 0.23 0.70
PTSD 0.17 -0.13 0.46 0.15 0.26
ASD 0.74 0.14 1.34 0.31 0.02
ADHD -0.02 -0.84 0.80 0.42 0.96
Personality disorder 0.37 -0.04 0.78 0.21 0.08
Female 0.54 0.28 0.80 0.13 6.08e-05
Non-binary/Self-defined 0.21 -0.55 0.96 0.38 0.59
19-25 years -0.42 -1.05 0.22 0.32 0.20
26-35 years -1.44 -2.07 -0.80 0.32 8.72e-06
36-45 years -1.90 -2.55 -1.26 0.33 7.59e-09
46-55 years -2.32 -2.96 -1.67 0.33 1.93e-12
56-65 years -2.89 -3.57 -2.21 0.35 8.33e-17
66-70 years -3.55 -4.42 -2.68 0.44 1.27e-15
71-75 years -3.72 -4.73 -2.71 0.52 5.78e-13
76+ years -3.24 -4.82 -1.65 0.81 6.19e-05
Mixed or multiple ethnic origins 0.15 -0.52 0.82 0.34 0.67
Asian or Asian British -0.23 -1.32 0.85 0.55 0.67
African or African British -0.33 -2.02 1.36 0.86 0.70
Other ethnicity 0.52 -0.53 1.57 0.53 0.33
Key worker 0.09 -0.14 0.33 0.12 0.44
Time difference: Lockdown to baseline -0.01 -0.07 0.05 0.03 0.79
Unemployed 1.13 0.75 1.51 0.19 3.87e-09
Student 0.41 -0.07 0.88 0.24 0.09
Retired 0.06 -0.38 0.51 0.23 0.79
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.30"  " 2.28"      " 4.33"     0.52  2.83e-10 
 2 pcl.sum_score_prepan            " 0.36"  " 0.35"      " 0.38"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.84"  " 0.20"      " 1.48"     0.33  0.010    
 4 Only depressive disorder        "-0.83"  "-1.51"      "-0.14"     0.35  0.02     
 5 Only anxiety disorder           " 0.72"  " 0.00"      " 1.44"     0.37  0.05     
 6 Eating disorders                " 0.85"  " 0.53"      " 1.17"     0.16  2.50e-07 
 7 OCDs                            " 0.82"  " 0.51"      " 1.12"     0.15  1.11e-07 
 8 Psychotic and bipolar disorder  "-0.24"  "-1.14"      " 0.66"     0.46  0.60     
 9 Only psychotic disorder         "-0.13"  "-0.87"      " 0.61"     0.38  0.73     
10 Only bipolar disorder           " 0.09"  "-0.36"      " 0.53"     0.23  0.70     
# … with 23 more rows
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

PHQ baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 11.55 11.07 12.04 0.25 0.00e+00
Depressive and anxiety disorder 5.26 5.10 5.42 0.08 0.00e+00
Only depressive disorder 3.27 3.07 3.48 0.10 3.90e-210
Only anxiety disorder 1.97 1.71 2.23 0.13 4.28e-50
Eating disorders 1.55 1.28 1.82 0.14 1.73e-29
OCDs 1.29 1.03 1.55 0.13 2.48e-22
Psychotic and bipolar disorder 0.47 -0.28 1.23 0.38 0.22
Only psychotic disorder 0.47 -0.16 1.11 0.32 0.14
Only bipolar disorder 1.19 0.79 1.60 0.21 7.37e-09
PTSD 1.80 1.56 2.05 0.12 1.18e-47
ASD 1.25 0.77 1.73 0.24 2.91e-07
ADHD 1.20 0.58 1.83 0.32 1.66e-04
Personality disorder 2.42 2.06 2.78 0.18 2.08e-39
Female 0.86 0.71 1.01 0.08 8.49e-29
Non-binary/Self-defined 1.36 0.74 1.98 0.31 1.56e-05
19-25 years -3.47 -3.90 -3.04 0.22 7.38e-56
26-35 years -5.53 -5.96 -5.10 0.22 8.15e-140
36-45 years -6.29 -6.73 -5.86 0.22 6.68e-174
46-55 years -6.63 -7.06 -6.20 0.22 2.09e-199
56-65 years -7.46 -7.89 -7.03 0.22 5.29e-245
66-70 years -8.24 -8.73 -7.76 0.25 3.09e-235
71-75 years -8.41 -8.93 -7.90 0.26 1.98e-220
76+ years -8.26 -8.89 -7.64 0.32 2.51e-146
Mixed or multiple ethnic origins 0.43 -0.05 0.92 0.25 0.08
Asian or Asian British 0.24 -0.33 0.81 0.29 0.41
African or African British 0.10 -0.92 1.11 0.52 0.85
Other ethnicity 0.75 -0.16 1.65 0.46 0.10
Key worker 0.02 -0.14 0.18 0.08 0.81
Time difference: Lockdown to baseline -0.23 -0.26 -0.20 0.02 3.92e-44
Unemployed 3.26 2.96 3.55 0.15 1.69e-103
Student 1.06 0.70 1.43 0.18 7.96e-09
Retired -0.07 -0.31 0.16 0.12 0.55
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "11.55"  "11.07"      "12.04"     0.25  0.00e+00 
 2 Depressive and anxiety disorder " 5.26"  " 5.10"      " 5.42"     0.08  0.00e+00 
 3 Only depressive disorder        " 3.27"  " 3.07"      " 3.48"     0.10  3.90e-210
 4 Only anxiety disorder           " 1.97"  " 1.71"      " 2.23"     0.13  4.28e-50 
 5 Eating disorders                " 1.55"  " 1.28"      " 1.82"     0.14  1.73e-29 
 6 OCDs                            " 1.29"  " 1.03"      " 1.55"     0.13  2.48e-22 
 7 Psychotic and bipolar disorder  " 0.47"  "-0.28"      " 1.23"     0.38  0.22     
 8 Only psychotic disorder         " 0.47"  "-0.16"      " 1.11"     0.32  0.14     
 9 Only bipolar disorder           " 1.19"  " 0.79"      " 1.60"     0.21  7.37e-09 
10 PTSD                            " 1.80"  " 1.56"      " 2.05"     0.12  1.18e-47 
# … with 22 more rows
n R2 adjust. R2 F p value df
31315 0.26 0.26 1846.76 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31315 0.26  0.26         1846.76 0.00e+00      6

PHQ retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 8.64 8.13 9.14 0.26 4.21e-239
phq.sum_score_retro 0.58 0.56 0.59 0.01 0.00e+00
Depressive and anxiety disorder 2.18 1.99 2.38 0.10 5.18e-106
Only depressive disorder 1.39 1.14 1.63 0.12 2.30e-29
Only anxiety disorder 0.78 0.49 1.07 0.15 1.36e-07
Eating disorders 0.86 0.58 1.14 0.14 1.15e-09
OCDs 0.55 0.29 0.82 0.14 4.53e-05
Psychotic and bipolar disorder -0.19 -0.96 0.57 0.39 0.62
Only psychotic disorder -0.12 -0.79 0.55 0.34 0.73
Only bipolar disorder 0.64 0.21 1.06 0.22 0.003
PTSD 1.03 0.77 1.28 0.13 1.36e-15
ASD 0.68 0.20 1.17 0.25 0.006
ADHD 0.59 -0.06 1.23 0.33 0.07
Personality disorder 1.15 0.77 1.52 0.19 1.57e-09
Female 0.64 0.45 0.83 0.09 1.47e-11
Non-binary/Self-defined 0.51 -0.13 1.14 0.32 0.12
19-25 years -1.72 -2.15 -1.30 0.22 1.91e-15
26-35 years -2.94 -3.37 -2.51 0.22 2.13e-41
36-45 years -3.46 -3.90 -3.02 0.22 1.33e-53
46-55 years -3.48 -3.92 -3.05 0.22 7.38e-56
56-65 years -3.73 -4.17 -3.28 0.23 2.74e-60
66-70 years -4.13 -4.67 -3.59 0.28 4.80e-50
71-75 years -4.21 -4.81 -3.61 0.31 6.98e-43
76+ years -4.30 -5.11 -3.48 0.42 1.00e-24
Mixed or multiple ethnic origins 0.14 -0.37 0.65 0.26 0.59
Asian or Asian British 0.16 -0.48 0.80 0.32 0.62
African or African British 0.06 -1.04 1.15 0.56 0.92
Other ethnicity -0.09 -1.01 0.82 0.47 0.84
Key worker 0.20 0.02 0.37 0.09 0.03
Time difference: Lockdown to baseline -0.23 -0.26 -0.19 0.02 1.78e-37
Unemployed 0.95 0.64 1.27 0.16 4.03e-09
Student 0.56 0.20 0.92 0.18 0.002
Retired -0.05 -0.34 0.25 0.15 0.76
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 8.64"  " 8.13"      " 9.14"     0.26  4.21e-239
 2 phq.sum_score_retro             " 0.58"  " 0.56"      " 0.59"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.18"  " 1.99"      " 2.38"     0.10  5.18e-106
 4 Only depressive disorder        " 1.39"  " 1.14"      " 1.63"     0.12  2.30e-29 
 5 Only anxiety disorder           " 0.78"  " 0.49"      " 1.07"     0.15  1.36e-07 
 6 Eating disorders                " 0.86"  " 0.58"      " 1.14"     0.14  1.15e-09 
 7 OCDs                            " 0.55"  " 0.29"      " 0.82"     0.14  4.53e-05 
 8 Psychotic and bipolar disorder  "-0.19"  "-0.96"      " 0.57"     0.39  0.62     
 9 Only psychotic disorder         "-0.12"  "-0.79"      " 0.55"     0.34  0.73     
10 Only bipolar disorder           " 0.64"  " 0.21"      " 1.06"     0.22  0.003    
# … with 23 more rows
n R2 adjust. R2 F p value df
23090 0.18 0.18 844.05 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23090 0.18  0.18         844.05 0.00e+00      6

PHQ prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.10 3.97 6.24 0.58 1.58e-18
pcl.sum_score_prepan 0.43 0.41 0.45 0.01 0.00e+00
Depressive and anxiety disorder 0.97 0.26 1.67 0.36 0.007
Only depressive disorder 0.82 0.05 1.58 0.39 0.04
Only anxiety disorder -1.19 -1.99 -0.39 0.41 0.003
Eating disorders 1.37 1.01 1.72 0.18 7.08e-14
OCDs 0.68 0.35 1.01 0.17 6.25e-05
Psychotic and bipolar disorder -1.05 -2.05 -0.05 0.51 0.04
Only psychotic disorder 0.13 -0.69 0.94 0.42 0.76
Only bipolar disorder 0.60 0.10 1.09 0.25 0.02
PTSD 0.04 -0.28 0.37 0.17 0.80
ASD 0.52 -0.15 1.18 0.34 0.13
ADHD 0.35 -0.56 1.26 0.46 0.45
Personality disorder 0.99 0.53 1.45 0.23 2.22e-05
Female 0.22 -0.07 0.51 0.15 0.14
Non-binary/Self-defined 0.57 -0.27 1.40 0.43 0.18
19-25 years -1.62 -2.33 -0.92 0.36 6.27e-06
26-35 years -2.96 -3.66 -2.25 0.36 1.80e-16
36-45 years -3.47 -4.19 -2.76 0.36 2.33e-21
46-55 years -3.64 -4.35 -2.92 0.36 2.47e-23
56-65 years -4.38 -5.13 -3.62 0.38 7.82e-30
66-70 years -5.65 -6.61 -4.69 0.49 2.05e-30
71-75 years -6.08 -7.20 -4.96 0.57 2.20e-26
76+ years -5.47 -7.24 -3.70 0.90 1.47e-09
Mixed or multiple ethnic origins 0.50 -0.25 1.25 0.38 0.19
Asian or Asian British -0.25 -1.45 0.96 0.61 0.68
African or African British 0.02 -1.85 1.89 0.96 0.98
Other ethnicity 0.26 -0.90 1.42 0.59 0.66
Key worker 0.02 -0.24 0.28 0.13 0.86
Time difference: Lockdown to baseline 0.06 0.00 0.13 0.03 0.06
Unemployed 2.56 2.14 2.98 0.21 3.74e-33
Student 0.80 0.27 1.33 0.27 0.003
Retired 0.60 0.10 1.09 0.25 0.02
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.10"  " 3.97"      " 6.24"     0.58  1.58e-18 
 2 pcl.sum_score_prepan            " 0.43"  " 0.41"      " 0.45"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.97"  " 0.26"      " 1.67"     0.36  0.007    
 4 Only depressive disorder        " 0.82"  " 0.05"      " 1.58"     0.39  0.04     
 5 Only anxiety disorder           "-1.19"  "-1.99"      "-0.39"     0.41  0.003    
 6 Eating disorders                " 1.37"  " 1.01"      " 1.72"     0.18  7.08e-14 
 7 OCDs                            " 0.68"  " 0.35"      " 1.01"     0.17  6.25e-05 
 8 Psychotic and bipolar disorder  "-1.05"  "-2.05"      "-0.05"     0.51  0.04     
 9 Only psychotic disorder         " 0.13"  "-0.69"      " 0.94"     0.42  0.76     
10 Only bipolar disorder           " 0.60"  " 0.10"      " 1.09"     0.25  0.02     
# … with 23 more rows
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

OCIR baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 24.03 21.99 26.07 1.04 3.31e-112
Depressive and anxiety disorder 3.06 2.16 3.96 0.46 3.15e-11
Only depressive disorder 0.40 -0.81 1.61 0.62 0.51
Only anxiety disorder 1.01 -0.21 2.23 0.62 0.11
Eating disorders 0.59 -0.52 1.70 0.56 0.30
OCDs 6.39 5.42 7.36 0.49 1.39e-37
Psychotic and bipolar disorder 6.55 3.94 9.16 1.33 9.13e-07
Only psychotic disorder 3.52 1.06 5.98 1.26 0.005
Only bipolar disorder 3.01 1.27 4.75 0.89 6.95e-04
PTSD 2.01 1.03 2.99 0.50 5.63e-05
ASD 7.25 5.47 9.03 0.91 1.59e-15
ADHD 2.18 -0.21 4.57 1.22 0.07
Personality disorder 2.70 1.29 4.10 0.72 1.68e-04
Female -1.13 -2.05 -0.20 0.47 0.02
Non-binary/Self-defined -0.93 -3.47 1.62 1.30 0.47
19-25 years -6.57 -8.22 -4.93 0.84 5.72e-15
26-35 years -8.49 -10.15 -6.82 0.85 3.52e-23
36-45 years -8.89 -10.64 -7.15 0.89 3.26e-23
46-55 years -8.75 -10.44 -7.05 0.86 7.84e-24
56-65 years -9.06 -10.79 -7.33 0.88 2.20e-24
66-70 years -8.17 -10.41 -5.94 1.14 8.68e-13
71-75 years -9.25 -11.74 -6.76 1.27 3.51e-13
76+ years -10.99 -14.79 -7.20 1.93 1.40e-08
Mixed or multiple ethnic origins 0.89 -1.32 3.09 1.13 0.43
Asian or Asian British 5.34 2.49 8.18 1.45 2.40e-04
African or African British 3.59 -2.05 9.23 2.88 0.21
Other ethnicity 1.93 -1.55 5.42 1.78 0.28
Key worker 0.02 -0.80 0.85 0.42 0.95
Time difference: Lockdown to baseline -0.44 -0.60 -0.29 0.08 3.10e-08
Unemployed 3.71 2.44 4.97 0.65 1.01e-08
Student -0.07 -1.58 1.44 0.77 0.93
Retired -0.47 -1.78 0.84 0.67 0.49
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 24.03" " 21.99"     "26.07"     1.04  3.31e-112
 2 Depressive and anxiety disorder "  3.06" "  2.16"     " 3.96"     0.46  3.15e-11 
 3 Only depressive disorder        "  0.40" " -0.81"     " 1.61"     0.62  0.51     
 4 Only anxiety disorder           "  1.01" " -0.21"     " 2.23"     0.62  0.11     
 5 Eating disorders                "  0.59" " -0.52"     " 1.70"     0.56  0.30     
 6 OCDs                            "  6.39" "  5.42"     " 7.36"     0.49  1.39e-37 
 7 Psychotic and bipolar disorder  "  6.55" "  3.94"     " 9.16"     1.33  9.13e-07 
 8 Only psychotic disorder         "  3.52" "  1.06"     " 5.98"     1.26  0.005    
 9 Only bipolar disorder           "  3.01" "  1.27"     " 4.75"     0.89  6.95e-04 
10 PTSD                            "  2.01" "  1.03"     " 2.99"     0.50  5.63e-05 
# … with 22 more rows
n R2 adjust. R2 F p value df
5187 0.06 0.06 52.91 1.40e-63 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5187  0.06  0.06         52.91 1.40e-63      6

OCIR retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 18.07 16.34 19.80 0.88 9.60e-89
ocir.sum_score_retro 0.74 0.71 0.76 0.01 0.00e+00
Depressive and anxiety disorder -1.13 -1.87 -0.39 0.38 0.003
Only depressive disorder -0.97 -1.96 0.02 0.50 0.06
Only anxiety disorder -0.17 -1.17 0.83 0.51 0.74
Eating disorders 0.04 -0.83 0.91 0.44 0.93
OCDs 1.91 1.14 2.68 0.39 1.08e-06
Psychotic and bipolar disorder 3.09 1.07 5.12 1.03 0.003
Only psychotic disorder 0.75 -1.15 2.64 0.97 0.44
Only bipolar disorder 0.43 -0.87 1.74 0.67 0.52
PTSD 0.50 -0.26 1.26 0.39 0.19
ASD 2.38 0.97 3.80 0.72 9.35e-04
ADHD 1.82 -0.13 3.76 0.99 0.07
Personality disorder 0.61 -0.47 1.69 0.55 0.27
Female -0.02 -0.75 0.72 0.37 0.97
Non-binary/Self-defined -0.30 -2.31 1.71 1.02 0.77
19-25 years -5.00 -6.41 -3.59 0.72 3.86e-12
26-35 years -5.15 -6.56 -3.73 0.72 1.17e-12
36-45 years -5.41 -6.87 -3.94 0.75 5.86e-13
46-55 years -5.14 -6.57 -3.70 0.73 2.42e-12
56-65 years -3.91 -5.39 -2.44 0.75 1.93e-07
66-70 years -3.23 -5.08 -1.38 0.94 6.39e-04
71-75 years -3.57 -5.63 -1.50 1.05 7.07e-04
76+ years -5.62 -9.04 -2.20 1.74 0.001
Mixed or multiple ethnic origins 1.03 -0.69 2.74 0.87 0.24
Asian or Asian British 3.73 1.26 6.19 1.26 0.003
African or African British 1.88 -2.62 6.38 2.29 0.41
Other ethnicity 0.95 -1.72 3.61 1.36 0.49
Key worker -0.06 -0.71 0.58 0.33 0.85
Time difference: Lockdown to baseline -1.36 -1.48 -1.23 0.06 7.51e-96
Unemployed 1.36 0.36 2.36 0.51 0.008
Student -0.24 -1.48 1.00 0.63 0.71
Retired -0.33 -1.37 0.70 0.53 0.53
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "18.07"  "16.34"      "19.80"     0.88  9.60e-89 
 2 ocir.sum_score_retro            " 0.74"  " 0.71"      " 0.76"     0.01  0.00e+00 
 3 Depressive and anxiety disorder "-1.13"  "-1.87"      "-0.39"     0.38  0.003    
 4 Only depressive disorder        "-0.97"  "-1.96"      " 0.02"     0.50  0.06     
 5 Only anxiety disorder           "-0.17"  "-1.17"      " 0.83"     0.51  0.74     
 6 Eating disorders                " 0.04"  "-0.83"      " 0.91"     0.44  0.93     
 7 OCDs                            " 1.91"  " 1.14"      " 2.68"     0.39  1.08e-06 
 8 Psychotic and bipolar disorder  " 3.09"  " 1.07"      " 5.12"     1.03  0.003    
 9 Only psychotic disorder         " 0.75"  "-1.15"      " 2.64"     0.97  0.44     
10 Only bipolar disorder           " 0.43"  "-0.87"      " 1.74"     0.67  0.52     
# … with 23 more rows
n R2 adjust. R2 F p value df
5094 0.06 0.06 51.24 1.63e-61 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5094  0.06  0.06         51.24 1.63e-61      6

OCIR prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 7.90 1.55 14.25 3.24 0.01
pcl.sum_score_prepan 0.59 0.49 0.69 0.05 2.12e-31
Depressive and anxiety disorder -4.87 -9.31 -0.43 2.26 0.03
Only depressive disorder -5.61 -10.43 -0.79 2.45 0.02
Only anxiety disorder -6.11 -10.90 -1.31 2.44 0.01
Eating disorders 1.15 -0.46 2.76 0.82 0.16
OCDs 6.29 4.91 7.66 0.70 8.43e-19
Psychotic and bipolar disorder 3.37 -0.69 7.43 2.07 0.10
Only psychotic disorder 0.47 -2.86 3.79 1.70 0.78
Only bipolar disorder 2.57 0.27 4.86 1.17 0.03
PTSD -0.11 -1.53 1.31 0.72 0.88
ASD 5.30 2.29 8.31 1.53 5.72e-04
ADHD 0.32 -4.25 4.89 2.33 0.89
Personality disorder 1.93 0.00 3.86 0.99 0.05
Female -0.05 -1.63 1.54 0.81 0.95
Non-binary/Self-defined 1.23 -2.65 5.10 1.98 0.53
19-25 years -1.89 -5.71 1.93 1.95 0.33
26-35 years -2.59 -6.38 1.20 1.93 0.18
36-45 years -3.11 -6.96 0.73 1.96 0.11
46-55 years -1.79 -5.63 2.06 1.96 0.36
56-65 years -3.67 -7.70 0.36 2.05 0.07
66-70 years -4.59 -9.80 0.62 2.66 0.08
71-75 years -5.85 -12.11 0.40 3.19 0.07
76+ years -2.15 -13.58 9.27 5.83 0.71
Mixed or multiple ethnic origins 2.02 -1.42 5.46 1.75 0.25
Asian or Asian British 6.09 -1.51 13.69 3.88 0.12
African or African British 14.05 1.73 26.38 6.28 0.03
Other ethnicity 3.05 -2.17 8.26 2.66 0.25
Key worker 0.66 -0.67 2.00 0.68 0.33
Time difference: Lockdown to baseline 0.29 -0.04 0.63 0.17 0.08
Unemployed 3.80 1.95 5.64 0.94 5.73e-05
Student 1.29 -1.25 3.83 1.29 0.32
Retired 2.92 0.52 5.33 1.23 0.02
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 7.90"  "  1.55"     "14.25"     3.24  0.01     
 2 pcl.sum_score_prepan            " 0.59"  "  0.49"     " 0.69"     0.05  2.12e-31 
 3 Depressive and anxiety disorder "-4.87"  " -9.31"     "-0.43"     2.26  0.03     
 4 Only depressive disorder        "-5.61"  "-10.43"     "-0.79"     2.45  0.02     
 5 Only anxiety disorder           "-6.11"  "-10.90"     "-1.31"     2.44  0.01     
 6 Eating disorders                " 1.15"  " -0.46"     " 2.76"     0.82  0.16     
 7 OCDs                            " 6.29"  "  4.91"     " 7.66"     0.70  8.43e-19 
 8 Psychotic and bipolar disorder  " 3.37"  " -0.69"     " 7.43"     2.07  0.10     
 9 Only psychotic disorder         " 0.47"  " -2.86"     " 3.79"     1.70  0.78     
10 Only bipolar disorder           " 2.57"  "  0.27"     " 4.86"     1.17  0.03     
# … with 23 more rows
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

PCL baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 13.21 12.78 13.63 0.22 0.00e+00
Depressive and anxiety disorder 5.01 4.87 5.15 0.07 0.00e+00
Only depressive disorder 2.58 2.40 2.76 0.09 1.45e-171
Only anxiety disorder 2.40 2.17 2.63 0.12 3.33e-94
Eating disorders 0.82 0.58 1.06 0.12 9.35e-12
OCDs 1.19 0.97 1.42 0.12 8.84e-25
Psychotic and bipolar disorder 1.49 0.84 2.15 0.34 8.61e-06
Only psychotic disorder 0.42 -0.13 0.98 0.28 0.13
Only bipolar disorder 0.98 0.63 1.34 0.18 6.32e-08
PTSD 2.70 2.48 2.91 0.11 3.16e-134
ASD 1.06 0.64 1.47 0.21 7.58e-07
ADHD 0.69 0.14 1.24 0.28 0.01
Personality disorder 2.14 1.82 2.46 0.16 4.32e-40
Female 0.71 0.58 0.84 0.07 9.22e-26
Non-binary/Self-defined 1.22 0.68 1.76 0.28 9.21e-06
19-25 years -1.81 -2.18 -1.43 0.19 6.76e-21
26-35 years -3.44 -3.82 -3.07 0.19 5.92e-72
36-45 years -4.14 -4.53 -3.76 0.19 9.80e-100
46-55 years -4.48 -4.86 -4.11 0.19 1.67e-120
56-65 years -5.07 -5.44 -4.69 0.19 2.89e-149
66-70 years -5.46 -5.89 -5.03 0.22 2.49e-136
71-75 years -5.60 -6.05 -5.15 0.23 3.32e-129
76+ years -5.44 -5.99 -4.89 0.28 4.12e-84
Mixed or multiple ethnic origins 0.53 0.10 0.96 0.22 0.01
Asian or Asian British 0.69 0.19 1.19 0.26 0.007
African or African British 0.90 0.01 1.79 0.45 0.05
Other ethnicity 0.54 -0.24 1.33 0.40 0.18
Key worker -0.09 -0.23 0.06 0.07 0.23
Time difference: Lockdown to baseline -0.03 -0.06 -0.01 0.01 0.02
Unemployed 2.37 2.11 2.63 0.13 7.47e-72
Student 0.72 0.40 1.04 0.16 8.49e-06
Retired -0.14 -0.35 0.06 0.11 0.17
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "13.21"  "12.78"      "13.63"     0.22  0.00e+00 
 2 Depressive and anxiety disorder " 5.01"  " 4.87"      " 5.15"     0.07  0.00e+00 
 3 Only depressive disorder        " 2.58"  " 2.40"      " 2.76"     0.09  1.45e-171
 4 Only anxiety disorder           " 2.40"  " 2.17"      " 2.63"     0.12  3.33e-94 
 5 Eating disorders                " 0.82"  " 0.58"      " 1.06"     0.12  9.35e-12 
 6 OCDs                            " 1.19"  " 0.97"      " 1.42"     0.12  8.84e-25 
 7 Psychotic and bipolar disorder  " 1.49"  " 0.84"      " 2.15"     0.34  8.61e-06 
 8 Only psychotic disorder         " 0.42"  "-0.13"      " 0.98"     0.28  0.13     
 9 Only bipolar disorder           " 0.98"  " 0.63"      " 1.34"     0.18  6.32e-08 
10 PTSD                            " 2.70"  " 2.48"      " 2.91"     0.11  3.16e-134
# … with 22 more rows
n R2 adjust. R2 F p value df
31227 0.28 0.28 1988.78 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31227 0.28  0.28         1988.78 0.00e+00      6

#PCL prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 7.45 6.43 8.46 0.52 1.53e-46
pcl.sum_score_prepan 0.50 0.48 0.52 0.01 0.00e+00
Depressive and anxiety disorder 0.64 0.01 1.27 0.32 0.05
Only depressive disorder -0.13 -0.81 0.55 0.35 0.70
Only anxiety disorder -0.65 -1.36 0.07 0.36 0.08
Eating disorders 0.43 0.11 0.75 0.16 0.008
OCDs 0.46 0.17 0.76 0.15 0.002
Psychotic and bipolar disorder -0.25 -1.13 0.64 0.45 0.59
Only psychotic disorder -0.13 -0.86 0.60 0.37 0.72
Only bipolar disorder 0.44 0.00 0.88 0.23 0.05
PTSD 0.80 0.52 1.09 0.15 4.82e-08
ASD 0.45 -0.14 1.04 0.30 0.14
ADHD 0.34 -0.47 1.16 0.42 0.41
Personality disorder 0.66 0.25 1.07 0.21 0.002
Female 0.51 0.25 0.77 0.13 1.06e-04
Non-binary/Self-defined 0.53 -0.22 1.27 0.38 0.16
19-25 years -0.28 -0.91 0.35 0.32 0.38
26-35 years -1.14 -1.77 -0.52 0.32 3.34e-04
36-45 years -1.73 -2.37 -1.09 0.32 9.94e-08
46-55 years -1.85 -2.48 -1.21 0.32 1.24e-08
56-65 years -1.97 -2.64 -1.30 0.34 8.68e-09
66-70 years -2.73 -3.59 -1.88 0.44 4.51e-10
71-75 years -3.07 -4.07 -2.08 0.51 1.55e-09
76+ years -2.67 -4.23 -1.11 0.80 7.94e-04
Mixed or multiple ethnic origins 0.35 -0.31 1.02 0.34 0.30
Asian or Asian British 0.53 -0.55 1.62 0.55 0.33
African or African British 1.22 -0.44 2.88 0.85 0.15
Other ethnicity -0.14 -1.18 0.89 0.53 0.79
Key worker -0.26 -0.49 -0.02 0.12 0.03
Time difference: Lockdown to baseline 0.10 0.04 0.16 0.03 7.18e-04
Unemployed 1.20 0.83 1.57 0.19 2.32e-10
Student 0.27 -0.20 0.74 0.24 0.26
Retired -0.04 -0.48 0.40 0.22 0.86
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 7.45"  " 6.43"      " 8.46"     0.52  1.53e-46 
 2 pcl.sum_score_prepan            " 0.50"  " 0.48"      " 0.52"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.64"  " 0.01"      " 1.27"     0.32  0.05     
 4 Only depressive disorder        "-0.13"  "-0.81"      " 0.55"     0.35  0.70     
 5 Only anxiety disorder           "-0.65"  "-1.36"      " 0.07"     0.36  0.08     
 6 Eating disorders                " 0.43"  " 0.11"      " 0.75"     0.16  0.008    
 7 OCDs                            " 0.46"  " 0.17"      " 0.76"     0.15  0.002    
 8 Psychotic and bipolar disorder  "-0.25"  "-1.13"      " 0.64"     0.45  0.59     
 9 Only psychotic disorder         "-0.13"  "-0.86"      " 0.60"     0.37  0.72     
10 Only bipolar disorder           " 0.44"  " 0.00"      " 0.88"     0.23  0.05     
# … with 23 more rows
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

Sensitivity anlayses based on employment change

Function change to include employment change as predictors

GAD baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.24 8.62 9.85 0.31 1.59e-188
Depressive and anxiety disorder 4.78 4.60 4.96 0.09 0.00e+00
Only depressive disorder 1.98 1.74 2.23 0.12 2.59e-57
Only anxiety disorder 3.28 2.98 3.58 0.15 7.36e-101
Eating disorders 0.69 0.40 0.97 0.14 1.92e-06
OCDs 1.36 1.09 1.62 0.14 3.87e-23
Psychotic and bipolar disorder 0.59 -0.17 1.36 0.39 0.13
Only psychotic disorder 0.25 -0.42 0.91 0.34 0.47
Only bipolar disorder 0.71 0.30 1.12 0.21 6.25e-04
PTSD 1.47 1.22 1.72 0.13 1.08e-30
ASD 1.05 0.55 1.55 0.25 3.70e-05
ADHD 0.41 -0.23 1.05 0.33 0.21
Personality disorder 1.96 1.61 2.31 0.18 3.93e-28
Female 0.98 0.80 1.16 0.09 4.83e-27
Non-binary/Self-defined 0.79 0.11 1.47 0.35 0.02
19-25 years -2.05 -2.62 -1.48 0.29 1.78e-12
26-35 years -3.53 -4.07 -3.00 0.27 7.78e-38
36-45 years -4.19 -4.73 -3.65 0.28 7.34e-52
46-55 years -4.66 -5.19 -4.12 0.27 7.20e-65
56-65 years -5.22 -5.76 -4.68 0.28 3.96e-79
66-70 years -6.52 -7.21 -5.82 0.35 3.93e-75
71-75 years -6.03 -6.88 -5.18 0.43 1.47e-43
76+ years -5.29 -6.68 -3.90 0.71 9.14e-14
Mixed or multiple ethnic origins 0.01 -0.51 0.52 0.26 0.98
Asian or Asian British 0.24 -0.42 0.90 0.34 0.48
African or African British -0.33 -1.38 0.72 0.54 0.54
Other ethnicity 0.60 -0.38 1.58 0.50 0.23
Key worker -0.50 -0.64 -0.35 0.08 3.61e-11
Time difference: Lockdown to baseline -0.24 -0.28 -0.21 0.02 8.48e-42
Increased employment 0.31 -0.05 0.68 0.19 0.10
Furloughed -0.32 -0.59 -0.05 0.14 0.02
employment_changeEmployment not changed -0.33 -0.54 -0.12 0.11 0.002
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 9.24"  " 8.62"      " 9.85"     0.31  1.59e-188
 2 Depressive and anxiety disorder " 4.78"  " 4.60"      " 4.96"     0.09  0.00e+00 
 3 Only depressive disorder        " 1.98"  " 1.74"      " 2.23"     0.12  2.59e-57 
 4 Only anxiety disorder           " 3.28"  " 2.98"      " 3.58"     0.15  7.36e-101
 5 Eating disorders                " 0.69"  " 0.40"      " 0.97"     0.14  1.92e-06 
 6 OCDs                            " 1.36"  " 1.09"      " 1.62"     0.14  3.87e-23 
 7 Psychotic and bipolar disorder  " 0.59"  "-0.17"      " 1.36"     0.39  0.13     
 8 Only psychotic disorder         " 0.25"  "-0.42"      " 0.91"     0.34  0.47     
 9 Only bipolar disorder           " 0.71"  " 0.30"      " 1.12"     0.21  6.25e-04 
10 PTSD                            " 1.47"  " 1.22"      " 1.72"     0.13  1.08e-30 
# … with 22 more rows
n R2 adjust. R2 F p value df
31331 0.22 0.22 1503.62 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31331 0.22  0.22         1503.62 0.00e+00      6

GAD retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 7.24 6.57 7.91 0.34 2.40e-97
gad.sum_score_retro 0.50 0.48 0.52 0.01 0.00e+00
Depressive and anxiety disorder 2.39 2.16 2.61 0.12 1.41e-92
Only depressive disorder 0.98 0.68 1.27 0.15 6.81e-11
Only anxiety disorder 1.87 1.53 2.21 0.17 8.71e-27
Eating disorders 0.43 0.13 0.74 0.16 0.006
OCDs 0.53 0.24 0.82 0.15 3.86e-04
Psychotic and bipolar disorder 0.79 -0.07 1.66 0.44 0.07
Only psychotic disorder 0.03 -0.71 0.77 0.38 0.93
Only bipolar disorder 0.48 0.03 0.92 0.23 0.04
PTSD 0.69 0.42 0.96 0.14 4.44e-07
ASD 0.49 -0.05 1.03 0.28 0.08
ADHD 0.39 -0.31 1.08 0.36 0.28
Personality disorder 1.11 0.73 1.49 0.19 1.22e-08
Female 0.73 0.50 0.95 0.11 1.74e-10
Non-binary/Self-defined 0.09 -0.66 0.84 0.38 0.82
19-25 years -0.84 -1.43 -0.24 0.30 0.006
26-35 years -1.68 -2.24 -1.11 0.29 7.06e-09
36-45 years -2.28 -2.85 -1.70 0.29 6.77e-15
46-55 years -2.47 -3.04 -1.90 0.29 1.73e-17
56-65 years -2.66 -3.24 -2.08 0.30 2.77e-19
66-70 years -3.72 -4.57 -2.87 0.44 1.40e-17
71-75 years -3.39 -4.55 -2.22 0.59 1.26e-08
76+ years -3.14 -5.14 -1.13 1.02 0.002
Mixed or multiple ethnic origins -0.58 -1.16 0.00 0.30 0.05
Asian or Asian British -0.10 -0.89 0.69 0.40 0.81
African or African British -0.54 -1.81 0.72 0.64 0.40
Other ethnicity 0.03 -1.05 1.10 0.55 0.96
Key worker 0.00 -0.17 0.17 0.09 0.98
Time difference: Lockdown to baseline -0.23 -0.27 -0.19 0.02 1.45e-29
Increased employment 0.40 -0.01 0.81 0.21 0.05
Furloughed -0.17 -0.47 0.13 0.15 0.26
employment_changeEmployment not changed -0.06 -0.29 0.17 0.12 0.62
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 7.24"  " 6.57"      " 7.91"     0.34  2.40e-97 
 2 gad.sum_score_retro             " 0.50"  " 0.48"      " 0.52"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.39"  " 2.16"      " 2.61"     0.12  1.41e-92 
 4 Only depressive disorder        " 0.98"  " 0.68"      " 1.27"     0.15  6.81e-11 
 5 Only anxiety disorder           " 1.87"  " 1.53"      " 2.21"     0.17  8.71e-27 
 6 Eating disorders                " 0.43"  " 0.13"      " 0.74"     0.16  0.006    
 7 OCDs                            " 0.53"  " 0.24"      " 0.82"     0.15  3.86e-04 
 8 Psychotic and bipolar disorder  " 0.79"  "-0.07"      " 1.66"     0.44  0.07     
 9 Only psychotic disorder         " 0.03"  "-0.71"      " 0.77"     0.38  0.93     
10 Only bipolar disorder           " 0.48"  " 0.03"      " 0.92"     0.23  0.04     
# … with 23 more rows
n R2 adjust. R2 F p value df
23100 0.15 0.15 660.52 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23100 0.15  0.15         660.52 0.00e+00      6

GAD prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 3.63 2.35 4.91 0.65 2.67e-08
pcl.sum_score_prepan 0.37 0.35 0.39 0.01 1.58e-285
Depressive and anxiety disorder 1.16 0.41 1.91 0.38 0.002
Only depressive disorder -0.61 -1.41 0.20 0.41 0.14
Only anxiety disorder 1.10 0.26 1.94 0.43 0.01
Eating disorders 0.63 0.27 0.98 0.18 5.52e-04
OCDs 0.77 0.45 1.10 0.17 3.77e-06
Psychotic and bipolar disorder -0.54 -1.51 0.42 0.49 0.27
Only psychotic disorder -0.03 -0.83 0.78 0.41 0.95
Only bipolar disorder 0.27 -0.22 0.75 0.25 0.28
PTSD 0.05 -0.27 0.36 0.16 0.76
ASD 0.47 -0.17 1.12 0.33 0.15
ADHD 0.01 -0.83 0.85 0.43 0.99
Personality disorder 0.81 0.38 1.23 0.22 2.23e-04
Female 0.61 0.31 0.91 0.15 7.46e-05
Non-binary/Self-defined 0.29 -0.56 1.15 0.43 0.50
19-25 years -0.66 -1.53 0.21 0.44 0.14
26-35 years -1.72 -2.56 -0.87 0.43 6.63e-05
36-45 years -2.10 -2.95 -1.25 0.43 1.38e-06
46-55 years -2.44 -3.29 -1.59 0.43 1.76e-08
56-65 years -2.82 -3.71 -1.94 0.45 3.75e-10
66-70 years -4.35 -5.87 -2.82 0.78 2.52e-08
71-75 years -1.66 -3.99 0.67 1.19 0.16
76+ years -0.95 -5.12 3.22 2.13 0.66
Mixed or multiple ethnic origins -0.11 -0.87 0.66 0.39 0.78
Asian or Asian British -0.06 -1.37 1.25 0.67 0.93
African or African British -0.59 -2.39 1.21 0.92 0.52
Other ethnicity 0.72 -0.49 1.93 0.62 0.24
Key worker -0.43 -0.65 -0.20 0.11 1.73e-04
Time difference: Lockdown to baseline -0.01 -0.08 0.06 0.03 0.76
Increased employment 0.39 -0.12 0.90 0.26 0.13
Furloughed -0.36 -0.77 0.05 0.21 0.09
employment_changeEmployment not changed -0.14 -0.46 0.18 0.16 0.38
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 3.63"  " 2.35"      " 4.91"     0.65  2.67e-08 
 2 pcl.sum_score_prepan            " 0.37"  " 0.35"      " 0.39"     0.01  1.58e-285
 3 Depressive and anxiety disorder " 1.16"  " 0.41"      " 1.91"     0.38  0.002    
 4 Only depressive disorder        "-0.61"  "-1.41"      " 0.20"     0.41  0.14     
 5 Only anxiety disorder           " 1.10"  " 0.26"      " 1.94"     0.43  0.01     
 6 Eating disorders                " 0.63"  " 0.27"      " 0.98"     0.18  5.52e-04 
 7 OCDs                            " 0.77"  " 0.45"      " 1.10"     0.17  3.77e-06 
 8 Psychotic and bipolar disorder  "-0.54"  "-1.51"      " 0.42"     0.49  0.27     
 9 Only psychotic disorder         "-0.03"  "-0.83"      " 0.78"     0.41  0.95     
10 Only bipolar disorder           " 0.27"  "-0.22"      " 0.75"     0.25  0.28     
# … with 23 more rows
n R2 adjust. R2 F p value df
11165 0.01 0.01 11.04 2.61e-12 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11165 0.01  0.01         11.04 2.61e-12      6

PHQ baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 12.44 11.75 13.12 0.35 1.33e-268
Depressive and anxiety disorder 5.68 5.47 5.88 0.10 0.00e+00
Only depressive disorder 3.57 3.30 3.84 0.14 1.80e-143
Only anxiety disorder 2.13 1.80 2.47 0.17 2.33e-35
Eating disorders 1.37 1.06 1.69 0.16 1.68e-17
OCDs 1.35 1.05 1.65 0.15 1.59e-18
Psychotic and bipolar disorder 0.22 -0.63 1.07 0.43 0.62
Only psychotic disorder 0.59 -0.16 1.33 0.38 0.12
Only bipolar disorder 1.50 1.04 1.95 0.23 1.49e-10
PTSD 1.91 1.63 2.19 0.14 2.31e-40
ASD 1.38 0.82 1.94 0.29 1.29e-06
ADHD 1.06 0.35 1.78 0.37 0.004
Personality disorder 3.21 2.82 3.60 0.20 1.16e-57
Female 0.82 0.62 1.02 0.10 7.23e-16
Non-binary/Self-defined 1.31 0.55 2.08 0.39 7.15e-04
19-25 years -3.88 -4.52 -3.24 0.33 9.36e-33
26-35 years -5.94 -6.54 -5.34 0.31 1.42e-82
36-45 years -6.53 -7.13 -5.92 0.31 5.55e-98
46-55 years -6.75 -7.34 -6.15 0.31 1.39e-106
56-65 years -7.48 -8.09 -6.88 0.31 2.01e-127
66-70 years -8.82 -9.60 -8.04 0.40 1.77e-108
71-75 years -8.40 -9.35 -7.44 0.49 6.30e-66
76+ years -8.63 -10.19 -7.07 0.79 2.10e-27
Mixed or multiple ethnic origins 0.43 -0.15 1.01 0.30 0.15
Asian or Asian British 0.41 -0.32 1.15 0.38 0.27
African or African British 0.11 -1.07 1.29 0.60 0.86
Other ethnicity 0.49 -0.62 1.60 0.56 0.39
Key worker -0.88 -1.04 -0.71 0.08 2.01e-25
Time difference: Lockdown to baseline -0.20 -0.24 -0.17 0.02 3.96e-24
Increased employment 0.00 -0.41 0.41 0.21 1.00
Furloughed -0.34 -0.64 -0.04 0.15 0.03
employment_changeEmployment not changed -0.31 -0.55 -0.08 0.12 0.008
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "12.44"  " 11.75"     "13.12"     0.35  1.33e-268
 2 Depressive and anxiety disorder " 5.68"  "  5.47"     " 5.88"     0.10  0.00e+00 
 3 Only depressive disorder        " 3.57"  "  3.30"     " 3.84"     0.14  1.80e-143
 4 Only anxiety disorder           " 2.13"  "  1.80"     " 2.47"     0.17  2.33e-35 
 5 Eating disorders                " 1.37"  "  1.06"     " 1.69"     0.16  1.68e-17 
 6 OCDs                            " 1.35"  "  1.05"     " 1.65"     0.15  1.59e-18 
 7 Psychotic and bipolar disorder  " 0.22"  " -0.63"     " 1.07"     0.43  0.62     
 8 Only psychotic disorder         " 0.59"  " -0.16"     " 1.33"     0.38  0.12     
 9 Only bipolar disorder           " 1.50"  "  1.04"     " 1.95"     0.23  1.49e-10 
10 PTSD                            " 1.91"  "  1.63"     " 2.19"     0.14  2.31e-40 
# … with 22 more rows
n R2 adjust. R2 F p value df
31315 0.26 0.26 1846.76 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31315 0.26  0.26         1846.76 0.00e+00      6

PHQ retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 9.22 8.53 9.90 0.35 1.01e-148
phq.sum_score_retro 0.57 0.55 0.58 0.01 0.00e+00
Depressive and anxiety disorder 2.40 2.16 2.64 0.12 2.83e-87
Only depressive disorder 1.46 1.16 1.76 0.15 2.82e-21
Only anxiety disorder 0.86 0.51 1.22 0.18 1.91e-06
Eating disorders 0.78 0.46 1.10 0.16 1.48e-06
OCDs 0.51 0.21 0.81 0.15 8.99e-04
Psychotic and bipolar disorder -0.27 -1.15 0.62 0.45 0.55
Only psychotic disorder -0.34 -1.10 0.42 0.39 0.38
Only bipolar disorder 0.70 0.24 1.17 0.24 0.003
PTSD 0.96 0.67 1.24 0.14 2.85e-11
ASD 0.59 0.03 1.15 0.29 0.04
ADHD 0.72 0.00 1.44 0.37 0.05
Personality disorder 1.55 1.16 1.94 0.20 1.38e-14
Female 0.68 0.45 0.91 0.12 3.59e-09
Non-binary/Self-defined 0.66 -0.10 1.42 0.39 0.09
19-25 years -2.19 -2.80 -1.58 0.31 1.93e-12
26-35 years -3.37 -3.95 -2.79 0.30 8.94e-30
36-45 years -3.87 -4.45 -3.28 0.30 7.42e-38
46-55 years -3.75 -4.33 -3.17 0.30 2.63e-36
56-65 years -4.03 -4.63 -3.44 0.30 4.89e-40
66-70 years -4.68 -5.56 -3.79 0.45 3.45e-25
71-75 years -4.30 -5.49 -3.10 0.61 1.87e-12
76+ years -4.69 -6.76 -2.61 1.06 9.67e-06
Mixed or multiple ethnic origins -0.05 -0.66 0.55 0.31 0.86
Asian or Asian British 0.12 -0.67 0.90 0.40 0.77
African or African British -0.23 -1.49 1.03 0.64 0.72
Other ethnicity -0.32 -1.42 0.78 0.56 0.57
Key worker -0.12 -0.29 0.06 0.09 0.20
Time difference: Lockdown to baseline -0.20 -0.24 -0.16 0.02 1.61e-21
Increased employment -0.24 -0.66 0.19 0.22 0.27
Furloughed -0.09 -0.40 0.22 0.16 0.58
employment_changeEmployment not changed -0.24 -0.48 0.00 0.12 0.05
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 9.22"  " 8.53"      " 9.90"     0.35  1.01e-148
 2 phq.sum_score_retro             " 0.57"  " 0.55"      " 0.58"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 2.40"  " 2.16"      " 2.64"     0.12  2.83e-87 
 4 Only depressive disorder        " 1.46"  " 1.16"      " 1.76"     0.15  2.82e-21 
 5 Only anxiety disorder           " 0.86"  " 0.51"      " 1.22"     0.18  1.91e-06 
 6 Eating disorders                " 0.78"  " 0.46"      " 1.10"     0.16  1.48e-06 
 7 OCDs                            " 0.51"  " 0.21"      " 0.81"     0.15  8.99e-04 
 8 Psychotic and bipolar disorder  "-0.27"  "-1.15"      " 0.62"     0.45  0.55     
 9 Only psychotic disorder         "-0.34"  "-1.10"      " 0.42"     0.39  0.38     
10 Only bipolar disorder           " 0.70"  " 0.24"      " 1.17"     0.24  0.003    
# … with 23 more rows
n R2 adjust. R2 F p value df
23090 0.18 0.18 844.05 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F      `p value`    df
  <chr> <chr> <chr>        <chr>  <chr>     <dbl>
1 23090 0.18  0.18         844.05 0.00e+00      6

PHQ prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 5.78 4.36 7.20 0.72 1.59e-15
pcl.sum_score_prepan 0.45 0.43 0.47 0.01 0.00e+00
Depressive and anxiety disorder 1.18 0.36 2.01 0.42 0.005
Only depressive disorder 0.97 0.07 1.86 0.46 0.03
Only anxiety disorder -0.95 -1.89 -0.02 0.48 0.04
Eating disorders 1.15 0.75 1.54 0.20 1.26e-08
OCDs 0.65 0.29 1.01 0.19 4.41e-04
Psychotic and bipolar disorder -0.80 -1.87 0.26 0.54 0.14
Only psychotic disorder 0.09 -0.80 0.99 0.46 0.84
Only bipolar disorder 0.85 0.31 1.39 0.27 0.002
PTSD 0.07 -0.28 0.42 0.18 0.71
ASD 0.55 -0.16 1.27 0.37 0.13
ADHD 0.37 -0.56 1.30 0.47 0.44
Personality disorder 1.62 1.14 2.09 0.24 2.43e-11
Female 0.25 -0.09 0.58 0.17 0.15
Non-binary/Self-defined 0.55 -0.40 1.49 0.48 0.26
19-25 years -1.63 -2.60 -0.67 0.49 9.20e-04
26-35 years -3.07 -4.00 -2.14 0.48 1.27e-10
36-45 years -3.36 -4.31 -2.42 0.48 2.89e-12
46-55 years -3.42 -4.36 -2.47 0.48 1.25e-12
56-65 years -3.81 -4.79 -2.83 0.50 2.60e-14
66-70 years -6.01 -7.71 -4.32 0.86 3.67e-12
71-75 years -3.82 -6.40 -1.23 1.32 0.004
76+ years -4.89 -9.52 -0.27 2.36 0.04
Mixed or multiple ethnic origins 0.50 -0.35 1.34 0.43 0.25
Asian or Asian British -0.19 -1.64 1.26 0.74 0.80
African or African British -0.49 -2.49 1.50 1.02 0.63
Other ethnicity 0.32 -1.02 1.66 0.68 0.64
Key worker -0.99 -1.24 -0.74 0.13 4.57e-15
Time difference: Lockdown to baseline 0.04 -0.04 0.11 0.04 0.34
Increased employment 0.13 -0.43 0.69 0.29 0.65
Furloughed -0.55 -1.01 -0.10 0.23 0.02
employment_changeEmployment not changed -0.09 -0.45 0.26 0.18 0.61
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 5.78"  " 4.36"      " 7.20"     0.72  1.59e-15 
 2 pcl.sum_score_prepan            " 0.45"  " 0.43"      " 0.47"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 1.18"  " 0.36"      " 2.01"     0.42  0.005    
 4 Only depressive disorder        " 0.97"  " 0.07"      " 1.86"     0.46  0.03     
 5 Only anxiety disorder           "-0.95"  "-1.89"      "-0.02"     0.48  0.04     
 6 Eating disorders                " 1.15"  " 0.75"      " 1.54"     0.20  1.26e-08 
 7 OCDs                            " 0.65"  " 0.29"      " 1.01"     0.19  4.41e-04 
 8 Psychotic and bipolar disorder  "-0.80"  "-1.87"      " 0.26"     0.54  0.14     
 9 Only psychotic disorder         " 0.09"  "-0.80"      " 0.99"     0.46  0.84     
10 Only bipolar disorder           " 0.85"  " 0.31"      " 1.39"     0.27  0.002    
# … with 23 more rows
n R2 adjust. R2 F p value df
11162 0.02 0.02 44.52 4.15e-54 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11162 0.02  0.02         44.52 4.15e-54      6

OCIR baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 24.45 21.73 27.16 1.38 4.84e-67
Depressive and anxiety disorder 2.81 1.69 3.93 0.57 9.66e-07
Only depressive disorder 0.25 -1.29 1.79 0.79 0.75
Only anxiety disorder 0.59 -0.97 2.15 0.80 0.46
Eating disorders 0.12 -1.14 1.38 0.64 0.85
OCDs 6.84 5.73 7.94 0.56 4.16e-33
Psychotic and bipolar disorder 6.67 3.71 9.63 1.51 9.95e-06
Only psychotic disorder 4.44 1.68 7.19 1.41 0.002
Only bipolar disorder 3.19 1.28 5.11 0.98 0.001
PTSD 2.61 1.50 3.71 0.56 3.81e-06
ASD 7.83 5.74 9.92 1.07 2.46e-13
ADHD 2.40 -0.36 5.16 1.41 0.09
Personality disorder 3.45 2.00 4.90 0.74 3.14e-06
Female -0.78 -1.90 0.35 0.57 0.18
Non-binary/Self-defined -1.50 -4.55 1.56 1.56 0.34
19-25 years -6.51 -8.82 -4.19 1.18 3.70e-08
26-35 years -8.15 -10.36 -5.95 1.12 4.90e-13
36-45 years -8.14 -10.39 -5.89 1.15 1.50e-12
46-55 years -8.01 -10.22 -5.81 1.12 1.28e-12
56-65 years -8.43 -10.67 -6.19 1.14 2.11e-13
66-70 years -9.08 -12.85 -5.31 1.92 2.45e-06
71-75 years -10.12 -15.36 -4.87 2.68 1.58e-04
76+ years -9.04 -18.06 -0.03 4.60 0.05
Mixed or multiple ethnic origins 0.21 -2.38 2.80 1.32 0.87
Asian or Asian British 2.61 -1.51 6.73 2.10 0.21
African or African British 1.21 -5.00 7.43 3.17 0.70
Other ethnicity 1.94 -2.12 6.00 2.07 0.35
Key worker -1.72 -2.53 -0.91 0.41 3.30e-05
Time difference: Lockdown to baseline -0.41 -0.59 -0.23 0.09 9.80e-06
Increased employment 1.67 -0.32 3.65 1.01 0.10
Furloughed -0.02 -1.40 1.36 0.70 0.97
employment_changeEmployment not changed 0.17 -0.92 1.27 0.56 0.76
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 24.45" " 21.73"     "27.16"     1.38  4.84e-67 
 2 Depressive and anxiety disorder "  2.81" "  1.69"     " 3.93"     0.57  9.66e-07 
 3 Only depressive disorder        "  0.25" " -1.29"     " 1.79"     0.79  0.75     
 4 Only anxiety disorder           "  0.59" " -0.97"     " 2.15"     0.80  0.46     
 5 Eating disorders                "  0.12" " -1.14"     " 1.38"     0.64  0.85     
 6 OCDs                            "  6.84" "  5.73"     " 7.94"     0.56  4.16e-33 
 7 Psychotic and bipolar disorder  "  6.67" "  3.71"     " 9.63"     1.51  9.95e-06 
 8 Only psychotic disorder         "  4.44" "  1.68"     " 7.19"     1.41  0.002    
 9 Only bipolar disorder           "  3.19" "  1.28"     " 5.11"     0.98  0.001    
10 PTSD                            "  2.61" "  1.50"     " 3.71"     0.56  3.81e-06 
# … with 22 more rows
n R2 adjust. R2 F p value df
5187 0.06 0.06 52.91 1.40e-63 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5187  0.06  0.06         52.91 1.40e-63      6

OCIR retro

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 18.38 16.14 20.62 1.14 7.90e-56
ocir.sum_score_retro 0.75 0.72 0.78 0.01 0.00e+00
Depressive and anxiety disorder -1.62 -2.51 -0.72 0.46 3.91e-04
Only depressive disorder -1.50 -2.72 -0.27 0.63 0.02
Only anxiety disorder -0.91 -2.14 0.32 0.63 0.15
Eating disorders -0.03 -0.99 0.92 0.49 0.95
OCDs 2.22 1.37 3.07 0.43 3.06e-07
Psychotic and bipolar disorder 3.58 1.33 5.82 1.15 0.002
Only psychotic disorder 1.12 -0.93 3.18 1.05 0.28
Only bipolar disorder 0.35 -1.06 1.75 0.72 0.63
PTSD 1.01 0.18 1.83 0.42 0.02
ASD 2.70 1.09 4.31 0.82 0.001
ADHD 1.90 -0.21 4.02 1.08 0.08
Personality disorder 0.78 -0.31 1.86 0.55 0.16
Female 0.01 -0.87 0.88 0.44 0.99
Non-binary/Self-defined -0.50 -2.85 1.85 1.20 0.67
19-25 years -5.03 -6.95 -3.11 0.98 2.88e-07
26-35 years -5.12 -6.95 -3.28 0.94 4.96e-08
36-45 years -4.65 -6.51 -2.79 0.95 9.82e-07
46-55 years -4.75 -6.59 -2.92 0.94 4.04e-07
56-65 years -3.72 -5.59 -1.85 0.95 9.80e-05
66-70 years -3.56 -6.54 -0.58 1.52 0.02
71-75 years -2.68 -6.92 1.55 2.16 0.21
76+ years -5.41 -12.34 1.52 3.54 0.13
Mixed or multiple ethnic origins 0.24 -1.73 2.21 1.00 0.81
Asian or Asian British 0.76 -2.48 3.99 1.65 0.65
African or African British 0.50 -4.45 5.45 2.52 0.84
Other ethnicity -0.43 -3.44 2.59 1.54 0.78
Key worker -0.46 -1.08 0.17 0.32 0.15
Time difference: Lockdown to baseline -1.41 -1.56 -1.27 0.07 1.75e-79
Increased employment -0.53 -2.02 0.96 0.76 0.49
Furloughed 0.38 -0.69 1.44 0.54 0.49
employment_changeEmployment not changed 0.18 -0.65 1.01 0.43 0.67
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "18.38"  " 16.14"     "20.62"     1.14  7.90e-56 
 2 ocir.sum_score_retro            " 0.75"  "  0.72"     " 0.78"     0.01  0.00e+00 
 3 Depressive and anxiety disorder "-1.62"  " -2.51"     "-0.72"     0.46  3.91e-04 
 4 Only depressive disorder        "-1.50"  " -2.72"     "-0.27"     0.63  0.02     
 5 Only anxiety disorder           "-0.91"  " -2.14"     " 0.32"     0.63  0.15     
 6 Eating disorders                "-0.03"  " -0.99"     " 0.92"     0.49  0.95     
 7 OCDs                            " 2.22"  "  1.37"     " 3.07"     0.43  3.06e-07 
 8 Psychotic and bipolar disorder  " 3.58"  "  1.33"     " 5.82"     1.15  0.002    
 9 Only psychotic disorder         " 1.12"  " -0.93"     " 3.18"     1.05  0.28     
10 Only bipolar disorder           " 0.35"  " -1.06"     " 1.75"     0.72  0.63     
# … with 23 more rows
n R2 adjust. R2 F p value df
5094 0.06 0.06 51.24 1.63e-61 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 5094  0.06  0.06         51.24 1.63e-61      6

OCIR prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 2.71 -4.91 10.33 3.89 0.49
pcl.sum_score_prepan 0.64 0.53 0.74 0.05 7.33e-30
Depressive and anxiety disorder -3.75 -8.69 1.19 2.52 0.14
Only depressive disorder -5.18 -10.61 0.25 2.77 0.06
Only anxiety disorder -5.45 -10.80 -0.10 2.73 0.05
Eating disorders -0.05 -1.77 1.67 0.88 0.96
OCDs 6.25 4.74 7.75 0.77 7.92e-16
Psychotic and bipolar disorder 4.95 0.57 9.33 2.23 0.03
Only psychotic disorder 1.66 -2.02 5.34 1.88 0.38
Only bipolar disorder 3.05 0.62 5.49 1.24 0.01
PTSD 0.24 -1.27 1.76 0.77 0.75
ASD 5.35 2.13 8.56 1.64 0.001
ADHD -0.87 -5.34 3.60 2.28 0.70
Personality disorder 1.89 -0.02 3.80 0.97 0.05
Female 0.41 -1.37 2.19 0.91 0.65
Non-binary/Self-defined -0.41 -4.67 3.86 2.17 0.85
19-25 years -0.68 -5.55 4.20 2.48 0.79
26-35 years -1.42 -6.20 3.36 2.44 0.56
36-45 years -1.84 -6.65 2.97 2.45 0.45
46-55 years -0.68 -5.50 4.15 2.46 0.78
56-65 years -2.05 -7.03 2.93 2.54 0.42
66-70 years -3.18 -13.20 6.84 5.11 0.53
71-75 years 0.00 -10.77 10.78 5.49 1.00
76+ years -6.21 -28.49 16.07 11.36 0.58
Mixed or multiple ethnic origins 2.29 -1.39 5.96 1.87 0.22
Asian or Asian British 1.03 -7.87 9.93 4.54 0.82
African or African British 0.45 -10.40 11.31 5.53 0.93
Other ethnicity 3.52 -2.30 9.35 2.97 0.24
Key worker -1.49 -2.72 -0.27 0.62 0.02
Time difference: Lockdown to baseline 0.62 0.25 0.99 0.19 0.001
Increased employment 3.61 0.90 6.32 1.38 0.009
Furloughed 0.58 -1.65 2.81 1.14 0.61
employment_changeEmployment not changed 1.57 -0.19 3.32 0.89 0.08
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE      `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr>   <chr>    
 1 Intercept                       " 2.71"  " -4.91"     "10.33"     " 3.89" 0.49     
 2 pcl.sum_score_prepan            " 0.64"  "  0.53"     " 0.74"     " 0.05" 7.33e-30 
 3 Depressive and anxiety disorder "-3.75"  " -8.69"     " 1.19"     " 2.52" 0.14     
 4 Only depressive disorder        "-5.18"  "-10.61"     " 0.25"     " 2.77" 0.06     
 5 Only anxiety disorder           "-5.45"  "-10.80"     "-0.10"     " 2.73" 0.05     
 6 Eating disorders                "-0.05"  " -1.77"     " 1.67"     " 0.88" 0.96     
 7 OCDs                            " 6.25"  "  4.74"     " 7.75"     " 0.77" 7.92e-16 
 8 Psychotic and bipolar disorder  " 4.95"  "  0.57"     " 9.33"     " 2.23" 0.03     
 9 Only psychotic disorder         " 1.66"  " -2.02"     " 5.34"     " 1.88" 0.38     
10 Only bipolar disorder           " 3.05"  "  0.62"     " 5.49"     " 1.24" 0.01     
# … with 23 more rows
n R2 adjust. R2 F p value df
1786 0.03 0.03 10.03 6.36e-11 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 1786  0.03  0.03         10.03 6.36e-11      6

PCL baseline

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 13.96 13.36 14.56 0.31 0.00e+00
Depressive and anxiety disorder 5.36 5.18 5.54 0.09 0.00e+00
Only depressive disorder 2.84 2.60 3.07 0.12 4.88e-118
Only anxiety disorder 2.62 2.32 2.91 0.15 6.53e-67
Eating disorders 0.68 0.41 0.96 0.14 1.34e-06
OCDs 1.18 0.92 1.44 0.13 1.93e-18
Psychotic and bipolar disorder 1.05 0.29 1.80 0.38 0.006
Only psychotic disorder 0.73 0.08 1.38 0.33 0.03
Only bipolar disorder 1.24 0.83 1.64 0.21 1.83e-09
PTSD 2.71 2.46 2.95 0.13 1.57e-101
ASD 0.88 0.39 1.37 0.25 4.35e-04
ADHD 0.76 0.13 1.39 0.32 0.02
Personality disorder 2.69 2.35 3.04 0.18 1.06e-52
Female 0.70 0.52 0.87 0.09 5.76e-15
Non-binary/Self-defined 1.13 0.46 1.79 0.34 9.43e-04
19-25 years -2.10 -2.66 -1.54 0.29 1.77e-13
26-35 years -3.83 -4.35 -3.30 0.27 1.65e-45
36-45 years -4.42 -4.95 -3.89 0.27 1.80e-59
46-55 years -4.67 -5.19 -4.14 0.27 2.20e-67
56-65 years -5.17 -5.70 -4.64 0.27 3.15e-80
66-70 years -6.00 -6.69 -5.32 0.35 3.09e-66
71-75 years -5.70 -6.54 -4.86 0.43 1.96e-40
76+ years -5.00 -6.38 -3.63 0.70 1.06e-12
Mixed or multiple ethnic origins 0.56 0.05 1.07 0.26 0.03
Asian or Asian British 0.91 0.26 1.55 0.33 0.006
African or African British 0.70 -0.33 1.74 0.53 0.18
Other ethnicity 0.55 -0.42 1.52 0.50 0.27
Key worker -0.68 -0.83 -0.54 0.07 2.90e-20
Time difference: Lockdown to baseline 0.00 -0.03 0.03 0.02 1.00
Increased employment -0.19 -0.55 0.17 0.18 0.31
Furloughed -0.48 -0.75 -0.22 0.13 3.53e-04
employment_changeEmployment not changed -0.51 -0.72 -0.31 0.10 9.56e-07
# A tibble: 32 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       "13.96"  "13.36"      "14.56"     0.31  0.00e+00 
 2 Depressive and anxiety disorder " 5.36"  " 5.18"      " 5.54"     0.09  0.00e+00 
 3 Only depressive disorder        " 2.84"  " 2.60"      " 3.07"     0.12  4.88e-118
 4 Only anxiety disorder           " 2.62"  " 2.32"      " 2.91"     0.15  6.53e-67 
 5 Eating disorders                " 0.68"  " 0.41"      " 0.96"     0.14  1.34e-06 
 6 OCDs                            " 1.18"  " 0.92"      " 1.44"     0.13  1.93e-18 
 7 Psychotic and bipolar disorder  " 1.05"  " 0.29"      " 1.80"     0.38  0.006    
 8 Only psychotic disorder         " 0.73"  " 0.08"      " 1.38"     0.33  0.03     
 9 Only bipolar disorder           " 1.24"  " 0.83"      " 1.64"     0.21  1.83e-09 
10 PTSD                            " 2.71"  " 2.46"      " 2.95"     0.13  1.57e-101
# … with 22 more rows
n R2 adjust. R2 F p value df
31227 0.28 0.28 1988.78 0.00e+00 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F       `p value`    df
  <chr> <chr> <chr>        <chr>   <chr>     <dbl>
1 31227 0.28  0.28         1988.78 0.00e+00      6

#PCL prepan

Model 1b: Overlapping disorders, Adjusted

Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline

Indepent variable Estimate 95% CI low 95% CI up SE p value
Intercept 8.09 6.83 9.34 0.64 2.98e-36
pcl.sum_score_prepan 0.50 0.48 0.52 0.01 0.00e+00
Depressive and anxiety disorder 0.71 -0.02 1.45 0.38 0.06
Only depressive disorder -0.09 -0.89 0.70 0.41 0.82
Only anxiety disorder -0.42 -1.25 0.41 0.42 0.32
Eating disorders 0.30 -0.05 0.64 0.18 0.09
OCDs 0.40 0.08 0.72 0.16 0.01
Psychotic and bipolar disorder -0.09 -1.03 0.85 0.48 0.85
Only psychotic disorder 0.07 -0.72 0.85 0.40 0.87
Only bipolar disorder 0.53 0.06 1.01 0.24 0.03
PTSD 0.72 0.41 1.03 0.16 4.89e-06
ASD 0.13 -0.50 0.76 0.32 0.69
ADHD 0.35 -0.47 1.17 0.42 0.40
Personality disorder 1.08 0.66 1.50 0.21 4.65e-07
Female 0.57 0.27 0.86 0.15 1.79e-04
Non-binary/Self-defined 0.62 -0.22 1.45 0.42 0.15
19-25 years -0.19 -1.04 0.66 0.43 0.67
26-35 years -1.18 -2.01 -0.36 0.42 0.005
36-45 years -1.63 -2.46 -0.80 0.42 1.17e-04
46-55 years -1.73 -2.55 -0.90 0.42 4.61e-05
56-65 years -1.66 -2.53 -0.80 0.44 1.55e-04
66-70 years -3.26 -4.76 -1.76 0.76 2.09e-05
71-75 years -1.84 -4.11 0.44 1.16 0.11
76+ years -2.21 -6.28 1.86 2.08 0.29
Mixed or multiple ethnic origins 0.55 -0.20 1.30 0.38 0.15
Asian or Asian British 0.55 -0.76 1.85 0.66 0.41
African or African British 0.36 -1.40 2.12 0.90 0.69
Other ethnicity 0.28 -0.91 1.46 0.61 0.65
Key worker -0.71 -0.93 -0.49 0.11 2.43e-10
Time difference: Lockdown to baseline 0.11 0.04 0.17 0.03 0.002
Increased employment -0.62 -1.11 -0.12 0.25 0.01
Furloughed -0.74 -1.14 -0.33 0.21 3.43e-04
employment_changeEmployment not changed -0.56 -0.88 -0.25 0.16 4.64e-04
# A tibble: 33 x 6
   `Indepent variable`             Estimate `95% CI low` `95% CI up` SE    `p value`
   <fct>                           <chr>    <chr>        <chr>       <chr> <chr>    
 1 Intercept                       " 8.09"  " 6.83"      " 9.34"     0.64  2.98e-36 
 2 pcl.sum_score_prepan            " 0.50"  " 0.48"      " 0.52"     0.01  0.00e+00 
 3 Depressive and anxiety disorder " 0.71"  "-0.02"      " 1.45"     0.38  0.06     
 4 Only depressive disorder        "-0.09"  "-0.89"      " 0.70"     0.41  0.82     
 5 Only anxiety disorder           "-0.42"  "-1.25"      " 0.41"     0.42  0.32     
 6 Eating disorders                " 0.30"  "-0.05"      " 0.64"     0.18  0.09     
 7 OCDs                            " 0.40"  " 0.08"      " 0.72"     0.16  0.01     
 8 Psychotic and bipolar disorder  "-0.09"  "-1.03"      " 0.85"     0.48  0.85     
 9 Only psychotic disorder         " 0.07"  "-0.72"      " 0.85"     0.40  0.87     
10 Only bipolar disorder           " 0.53"  " 0.06"      " 1.01"     0.24  0.03     
# … with 23 more rows
n R2 adjust. R2 F p value df
11081 0.02 0.02 32.92 1.45e-39 6
# A tibble: 1 x 6
  n     R2    `adjust. R2` F     `p value`    df
  <chr> <chr> <chr>        <chr> <chr>     <dbl>
1 11081 0.02  0.02         32.92 1.45e-39      6

Forest Plots

run regression models to get normal output

###Function to create formula

###Standardise linear variables

Run models

Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_prepan.glmformula, : object 'gad.sum_score_base.gad.sum_score_prepan.glmformula' not found
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_prepan.glmformula, : object 'phq.sum_score_base.phq.sum_score_prepan.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_prepan.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_prepan.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found

###Subset retrospective data by samples

Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = gad.sum_score_base.gad.sum_score_retro.glmformula, : object 'gad.sum_score_base.gad.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = phq.sum_score_base.phq.sum_score_retro.glmformula, : object 'phq.sum_score_base.phq.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found
Error in stats::model.frame(formula = pcl.sum_score_base.pcl.sum_score_retro.glmformula, : object 'pcl.sum_score_base.pcl.sum_score_retro.glmformula' not found

Function to create dataframes ready for forest plots from lm models.

Function to create forest plots

Create data frames and plots using functions and models generated above.

Error in summary(lmobject): object 'gad.prepan.lm' not found
Error in summary(lmobject): object 'gad.retro.lm' not found
Error in summary(lmobject): object 'phq.prepan.lm' not found
Error in summary(lmobject): object 'phq.retro.lm' not found
Error in summary(lmobject): object 'pcl.prepan.lm' not found
Error in summary(lmobject): object 'pcl.retro.lm' not found
Error in summary(lmobject): object 'gad.retro.lm.glad' not found
Error in summary(lmobject): object 'gad.retro.lm.nbr' not found
Error in summary(lmobject): object 'gad.retro.lm.ramp' not found
Error in summary(lmobject): object 'phq.retro.lm.glad' not found
Error in summary(lmobject): object 'phq.retro.lm.nbr' not found
Error in summary(lmobject): object 'phq.retro.lm.ramp' not found
Error in summary(lmobject): object 'pcl.retro.lm.glad' not found
Error in summary(lmobject): object 'pcl.retro.lm.nbr' not found
Error in summary(lmobject): object 'pcl.retro.lm.ramp' not found
Error in rbind(gad.prepan.lm.for.plot, phq.prepan.lm.for.plot, pcl.prepan.lm.for.plot): object 'gad.prepan.lm.for.plot' not found
Error in rbind(gad.retro.lm.for.plot, phq.retro.lm.for.plot, pcl.retro.lm.for.plot): object 'gad.retro.lm.for.plot' not found
Error in rbind(gad.prepan.lm.for.plot.timegroup, gad.retro.lm.for.plot.timegroup): object 'gad.prepan.lm.for.plot.timegroup' not found
Error in rbind(phq.prepan.lm.for.plot.timegroup, phq.retro.lm.for.plot.timegroup): object 'phq.prepan.lm.for.plot.timegroup' not found
Error in rbind(pcl.prepan.lm.for.plot.timegroup, pcl.retro.lm.for.plot.timegroup): object 'pcl.prepan.lm.for.plot.timegroup' not found
Error in rbind(gad.retro.lm.for.plot.GLAD, gad.retro.lm.for.plot.NBR, : object 'gad.retro.lm.for.plot.GLAD' not found
Error in rbind(phq.retro.lm.for.plot.GLAD, phq.retro.lm.for.plot.NBR, : object 'phq.retro.lm.for.plot.GLAD' not found
Error in rbind(pcl.retro.lm.for.plot.GLAD, pcl.retro.lm.for.plot.NBR, : object 'pcl.retro.lm.for.plot.GLAD' not found

Forest plots

disorder

Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.disorder.prepan' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.disorder.retro' not found

time point

Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.time.gad' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.time.phq' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.time.phq' not found

Sample (retrospective only)

Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.sample.gad' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.sample.phq' not found
Error in ggplot(data = data, aes(x = RowLabels, y = Estimate, colour = Group)): object 'plot.dat.sample.pcl' not found